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More complexity, less talent, and rising expectations from every direction. This playbook gives finance leaders a practical framework for deploying AI agents that don't just assist. They execute. 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and How to Buy Agentic AI for Accounting","2026-05-04T18:18:45Z","\u002Fresources\u002Fwhy-and-how-to-buy-agentic-ai-for-accounting","A practical guide to understanding, sourcing, and implementing AI agents that transform accounting workflows.",{"altText":6,"asset":2589,"bgColor":2574,"caption":6,"dimensions":2590,"lqip":2576,"originalFilename":2577},{"_ref":2573,"_type":41},{"_type":44,"aspectRatio":570,"height":571,"width":572},{"_id":2592,"_type":458,"categories":2593,"content":2596,"formRef":6,"formats":3004,"globalSeo":3010,"headerImage":3011,"orderRank":3018,"seo":3019,"slug":3026,"text":3027,"thumbnailImage":3028,"title":3024},"fb591a6b-7852-4ad0-9088-2ef7252e2e94",[2594],{"_id":594,"group":462,"slug":2595,"title":597},{"_type":464,"current":596},[2597,2605,2614,2632,2649,2666,2683,2700,2717,2725,2733,2741,2749,2758,2766,2774,2782,2790,2798,2806,2814,2822,2838,2846,2855,2863,2871,2879,2887,2895,2903,2911,2922,2930,2938,2946,2954,2962,2970,2978,2986],{"_key":2598,"_type":429,"children":2599,"markDefs":2604,"style":454},"0bcee97b9f3c",[2600],{"_key":2601,"_type":433,"marks":2602,"text":2603},"032516fcf56d",[],"The Complete Guide to Close 2026 has covered the full transformation journey from broken manual processes to autonomous execution. Over six chapters, the guide explored diagnosing close problems, understanding modern automation, and implementing platforms that fundamentally change how finance operates.",[],{"_key":2606,"_type":429,"children":2607,"markDefs":2612,"style":2613},"1dc468b5090d",[2608],{"_key":2609,"_type":433,"marks":2610,"text":2611},"f71ec04a56bf",[],"The Journey So Far",[],"h2",{"_key":2615,"_type":429,"children":2616,"level":45,"listItem":484,"markDefs":2626,"style":454},"c753793bc5d6",[2617,2622],{"_key":2618,"_type":433,"marks":2619,"text":2621},"fada2a2823d1",[2620],"51c368cbd94a","Chapter 1",{"_key":2623,"_type":433,"marks":2624,"text":2625},"b749d53b306e",[]," provided a benchmark quiz to assess current close maturity and identify starting points.",[2627],{"_key":2620,"_type":2628,"linkPageModule":12,"newTab":12,"page":2629,"type":23,"url":6},"link",{"slug":2630,"title":2631},"\u002Fresources\u002Fclose-maturity-quiz","Close Maturity Quiz",{"_key":2633,"_type":429,"children":2634,"level":45,"listItem":484,"markDefs":2644,"style":454},"667c3338c0af",[2635,2640],{"_key":2636,"_type":433,"marks":2637,"text":2639},"e5888bbf4e86",[2638],"76d553531ff1","Chapter 2",{"_key":2641,"_type":433,"marks":2642,"text":2643},"b3705725b310",[]," revealed the hidden costs of manual closes: time drains, risk exposure, and strategic opportunities lost when finance teams remain stuck in operational mode.",[2645],{"_key":2638,"_type":2628,"linkPageModule":12,"newTab":12,"page":2646,"type":23,"url":6},{"slug":2647,"title":2648},"\u002Fresources\u002Fthe-cost-of-a-broken-close","The Cost of a Broken Close",{"_key":2650,"_type":429,"children":2651,"level":45,"listItem":484,"markDefs":2661,"style":454},"c894cd148131",[2652,2657],{"_key":2653,"_type":433,"marks":2654,"text":2656},"7cccd0d5a78f",[2655],"d8f7dcb9aa9f","Chapter 3",{"_key":2658,"_type":433,"marks":2659,"text":2660},"875b14a28823",[]," showed what a modern close actually looks like, with real-time data sync, automated reconciliations, and continuous consolidation replacing spreadsheet chaos.",[2662],{"_key":2655,"_type":2628,"linkPageModule":12,"newTab":12,"page":2663,"type":23,"url":6},{"slug":2664,"title":2665},"\u002Fresources\u002Fwhat-a-modern-close-looks-like","What a Modern Close Looks Like",{"_key":2667,"_type":429,"children":2668,"level":45,"listItem":484,"markDefs":2678,"style":454},"c8b71629e40b",[2669,2674],{"_key":2670,"_type":433,"marks":2671,"text":2673},"476cb9cf1e25",[2672],"5232a901dd59","Chapter 4",{"_key":2675,"_type":433,"marks":2676,"text":2677},"0a2d0637064e",[]," walked through specific automation opportunities in reconciliations, intercompany eliminations, variance analysis, and workflow management that transform finance operations.",[2679],{"_key":2672,"_type":2628,"linkPageModule":12,"newTab":12,"page":2680,"type":23,"url":6},{"slug":2681,"title":2682},"\u002Fresources\u002Fautomating-the-close-process","Automating the Close Process",{"_key":2684,"_type":429,"children":2685,"level":45,"listItem":484,"markDefs":2695,"style":454},"a5bc5564ddc9",[2686,2691],{"_key":2687,"_type":433,"marks":2688,"text":2690},"d438bc6774dd",[2689],"e213bb756de6","Chapter 5",{"_key":2692,"_type":433,"marks":2693,"text":2694},"3faccf896940",[]," helped evaluate performance management software, distinguishing between tools that organize tasks, AI that assists, and Agentic Performance Management platforms that execute autonomously.",[2696],{"_key":2689,"_type":2628,"linkPageModule":12,"newTab":12,"page":2697,"type":23,"url":6},{"slug":2698,"title":2699},"\u002Fresources\u002Fhow-to-choose-agentic-performance-management-software-for-close","How to Choose Agentic Performance Management Software for Close",{"_key":2701,"_type":429,"children":2702,"level":45,"listItem":484,"markDefs":2712,"style":454},"8dff95c88b5c",[2703,2708],{"_key":2704,"_type":433,"marks":2705,"text":2707},"a53c4786e771",[2706],"e93eb36c508a","Chapter 6",{"_key":2709,"_type":433,"marks":2710,"text":2711},"ad8e903092c2",[]," provided a practical 30-day implementation roadmap, showing how finance teams deploy automation without IT dependencies or system overhauls.",[2713],{"_key":2706,"_type":2628,"linkPageModule":12,"newTab":12,"page":2714,"type":23,"url":6},{"slug":2715,"title":2716},"\u002Fresources\u002Fimplementation-tips-that-actually-work","Implementation Tips That Actually Work",{"_key":2718,"_type":429,"children":2719,"markDefs":2724,"style":454},"d92ebe411b19",[2720],{"_key":2721,"_type":433,"marks":2722,"text":2723},"fddfffc808fe",[],"Now comes the practical application: seeing theory become reality through a finance team that made this exact transformation.",[],{"_key":2726,"_type":429,"children":2727,"markDefs":2732,"style":2613},"df25da56e44c",[2728],{"_key":2729,"_type":433,"marks":2730,"text":2731},"870ac9e49c58",[],"Real-Time Consolidation: From Days of Delays to Instant Visibility",[],{"_key":2734,"_type":429,"children":2735,"markDefs":2740,"style":454},"7eb0798d2723",[2736],{"_key":2737,"_type":433,"marks":2738,"text":2739},"a85cb9b2a135",[],"Manual consolidation represents one of the biggest bottlenecks in multi-entity closes. Finance teams wait until every entity finishes their work, then spend days combining reports, checking account mappings, verifying formulas, and hunting for discrepancies. Leadership operates on information that's already outdated by the time it reaches them.",[],{"_key":2742,"_type":429,"children":2743,"markDefs":2748,"style":454},"f43994b14988",[2744],{"_key":2745,"_type":433,"marks":2746,"text":2747},"a7ccc527a199",[],"Dušica Brkić, Accounting and Controlling Specialist at Leanpay, experienced this firsthand.",[],{"_key":2750,"_type":429,"children":2751,"markDefs":2756,"style":2757},"a71502ed8381",[2752],{"_key":2753,"_type":433,"marks":2754,"text":2755},"c1d684e1e85e",[],"\"It was one Excel table with sheets of all subsidiaries. You would need to submit manually and check if everything is matched or not. Then transform this with the national column into consolidated reports for balance sheet and P&L. To check, to zoom again everything. If the result is not zero for interco transactions, then you need to find an explanation. It was really hard.",[],"h5",{"_key":2759,"_type":429,"children":2760,"markDefs":2765,"style":454},"ed43b2d1201c",[2761],{"_key":2762,"_type":433,"marks":2763,"text":2764},"adbad913605b",[],"With autonomous agents, the entire workflow transforms. As individual entities complete their work, consolidated results update automatically. Currency translations happen in real-time using current exchange rates. Account mappings validate instantly, flagging unmapped accounts or incorrect coding immediately rather than days later.",[],{"_key":2767,"_type":429,"children":2768,"markDefs":2773,"style":454},"d5b54457bf3f",[2769],{"_key":2770,"_type":433,"marks":2771,"text":2772},"6cf3cd6afabe",[],"The shift from sequential to parallel processing changes everything. Instead of waiting two weeks for final consolidated numbers, finance teams see preliminary results throughout the close. Controllers can spot trends, investigate variances, and prepare commentary while the close is still in progress rather than scrambling after everything locks.",[],{"_key":2775,"_type":429,"children":2776,"markDefs":2781,"style":2757},"0baeccdf4dcc",[2777],{"_key":2778,"_type":433,"marks":2779,"text":2780},"2b6aed61c56a",[],"\"Now I can easily compare everything from month to previous month. I can customize a report, try to find something. It's much easier to find mistakes,\" Dušica notes. \"I can easily see if something is wrong with the exchange rates because I can see if it's not zero, then it's a mistake with eliminations or adjustments or exchange rates. It's 50% less time to find mistakes.\"",[],{"_key":2783,"_type":429,"children":2784,"markDefs":2789,"style":454},"c7a27a0ed95a",[2785],{"_key":2786,"_type":433,"marks":2787,"text":2788},"e531fba2805d",[],"That 50% time reduction doesn't just mean faster closes. It means catching errors before they impact results. It means answering leadership questions with current data instead of week-old snapshots. It means finance teams spending time on analysis instead of validation.",[],{"_key":2791,"_type":429,"children":2792,"markDefs":2797,"style":2613},"1f965601eb89",[2793],{"_key":2794,"_type":433,"marks":2795,"text":2796},"e848d035903c",[],"Intercompany Eliminations: From Manual Matching to Autonomous Execution",[],{"_key":2799,"_type":429,"children":2800,"markDefs":2805,"style":454},"55725d6e719a",[2801],{"_key":2802,"_type":433,"marks":2803,"text":2804},"5b8a57ec8e94",[],"Intercompany eliminations represent the most complex and error-prone aspect of multi-entity consolidation. Transactions between entities must be identified, matched, and eliminated from consolidated results. Currency conversions need to apply appropriate exchange rates. The slightest mismatch creates hours of investigation work.",[],{"_key":2807,"_type":429,"children":2808,"markDefs":2813,"style":454},"3d2405bf31cb",[2809],{"_key":2810,"_type":433,"marks":2811,"text":2812},"c2b41d2bab8d",[],"Traditional approaches require maintaining separate spreadsheets to track transactions between entities, manually identifying matches across different subsidiaries, applying currency conversions with formulas that break when formats change, and generating elimination entries that must be validated across multiple dimensions.",[],{"_key":2815,"_type":429,"children":2816,"markDefs":2821,"style":454},"6afe50fb1111",[2817],{"_key":2818,"_type":433,"marks":2819,"text":2820},"f50313b06582",[],"Autonomous agents handle this entire workflow systematically. The platform identifies intercompany transactions based on configurable matching rules. Currency conversions happen automatically using real-time exchange rates appropriate for transaction types. Elimination entries generate based on predefined logic that reflects accounting standards and company policies.",[],{"_key":2823,"_type":2824,"data":2825,"image":2835,"markDefs":6,"type":2836},"2a6a74cce571","media",{"altText":6,"asset":2826,"bgColor":2828,"caption":6,"dimensions":2829,"lqip":2833,"originalFilename":2834},{"_ref":2827,"_type":41},"image-0196f9d64e8ef4a7da1c85f812b0bc02a1e31061-1344x900-png","#2b52e9",{"_type":44,"aspectRatio":2830,"height":2831,"width":2832},1.4933333333333334,900,1344,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAANCAYAAACpUE5eAAAACXBIWXMAAAsTAAALEwEAmpwYAAAB10lEQVR4nJ2Ru47UQBBF\u002Ff\u002FfRERCRI4EEhl4xp52v9\u002Ftg6o97C5LgERwVbJddevU9fJzvaOU4TgsWlus9QQfSTGR0lvlWZ3zbPedb98VHz87PnzyfPlqUfeD+7qyrOvGQ4mZx9hACIVSOq0Neu+03qm1k3N7qk5z6wq3R2PdG8bWCfHYFcu2KayN+JCmUq6UKkaDPs6p2gYhFqzLhNjm91yv2vrVU0pFKc3yeGiCF7OMtQHvIzEmcin0PhjnOauQeZ+I6VooBkI+xjl7am0ch2HZ9wPrEsYWDh1xcyhPgyqUHVqTgTGjEFqhkkguOp6EDa0Ny3rTHCZjXMP6SsydIsN1kOtJKhDSwIVBTPJeIuBFpZ7kchJz45iGd4M2kk+dlCHKTxAC2TpIWfIbWNfwvuJDm8a1nZOwlE7KfUYxCbddY31B28aurtOFTnKTjCSvORAqzmUOLb2VVC7TXPpUyuXV0IXC4RqbyrNZzpDt03A2C2XHh45xl3w6iRJHlnMljnqdfN8NNlRsGBy2YXwn5is7qZKfjyc+8ap3zyFJ3zPD226xvs2NLl76azi+eZ56ZzgX\u002FzbcDMZXXBwvhv\u002FWn71+XlFRh2b5cTtQJqFd\u002FW8JkHGJ7aH4Bbcp8Qdmx6A3AAAAAElFTkSuQmCC","69bda79974b3564507d3f9c0_Task%20_%20Full%20View%20_%20Intercompany%20Elimination.png",{"_type":2836,"asset":2837},"image",{"_ref":2827,"_type":41},{"_key":2839,"_type":429,"children":2840,"markDefs":2845,"style":2757},"4c97608e9862",[2841],{"_key":2842,"_type":433,"marks":2843,"text":2844},"86c73a60d6ff",[],"\"Before it was one Excel table with sheets of all subsidiaries, and then the accountant would put the data there for each month, and you would need to submit manually and to check if everything is matched or not. Now, it is a task for all accountants because it's really just a few clicks.\"",[],{"_key":2847,"_type":429,"children":2848,"markDefs":2854,"style":454},"9fbfd4295bff",[2849],{"_key":2850,"_type":433,"marks":2851,"text":2853},"18a71b7a6930",[2852],"em","Dušica Brkić, Accounting and Controlling Specialist at Leanpay",[],{"_key":2856,"_type":429,"children":2857,"markDefs":2862,"style":454},"a1707bd6d48d",[2858],{"_key":2859,"_type":433,"marks":2860,"text":2861},"a4d85ebd8a41",[],"The democratization of complex workflows matters as much as the time savings. Work that previously required specialized controller expertise now becomes standard accounting tasks. Team members who spent hours on manual matching now focus on investigating genuine exceptions. The bottleneck shifts from processing capacity to business judgment.",[],{"_key":2864,"_type":429,"children":2865,"markDefs":2870,"style":454},"21a0a2cffe9a",[2866],{"_key":2867,"_type":433,"marks":2868,"text":2869},"3aaa5e204789",[],"What happens when something doesn't match? Autonomous agents flag the exception immediately with context about what's missing and where the discrepancy exists. Finance teams investigate business reasons rather than hunting through spreadsheets for formula errors or data entry mistakes.",[],{"_key":2872,"_type":429,"children":2873,"markDefs":2878,"style":454},"c83f28ff9d25",[2874],{"_key":2875,"_type":433,"marks":2876,"text":2877},"5ce78ffcafbb",[],"\"If something is missing, then it is something that you can explain. It's not some mistake that you just didn't see,\" Dušica explains. This distinction transforms month-end from error detection to business analysis.",[],{"_key":2880,"_type":429,"children":2881,"markDefs":2886,"style":2613},"0df79ffbc927",[2882],{"_key":2883,"_type":433,"marks":2884,"text":2885},"d0d70f701871",[],"The Autonomous Advantage: Execution, Not Assistance",[],{"_key":2888,"_type":429,"children":2889,"markDefs":2894,"style":454},"e5577ee6f026",[2890],{"_key":2891,"_type":433,"marks":2892,"text":2893},"008a36f923f3",[],"These examples illustrate the fundamental difference between tools that assist finance teams and platforms that autonomously execute workflows.",[],{"_key":2896,"_type":429,"children":2897,"markDefs":2902,"style":454},"eee8a4fed12a",[2898],{"_key":2899,"_type":433,"marks":2900,"text":2901},"94a78ebdf23a",[],"AI assistants suggest transaction matches that humans still need to review. Autonomous agents perform the reconciliation and escalate only genuine exceptions.",[],{"_key":2904,"_type":429,"children":2905,"markDefs":2910,"style":454},"6ddba8990e06",[2906],{"_key":2907,"_type":433,"marks":2908,"text":2909},"da87afe8fa6f",[],"Workflow tools route tasks and track completion. 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Autonomous agents process consolidation, eliminate intercompany transactions, and validate results.",[],{"_key":2931,"_type":429,"children":2932,"markDefs":2937,"style":454},"6da7f6dfb0e5",[2933],{"_key":2934,"_type":433,"marks":2935,"text":2936},"85fba391f7f7",[],"The impact difference is dramatic. Assistive tools make manual processes more efficient. Autonomous execution eliminates the manual bottleneck entirely. One approach optimizes existing capacity. The other fundamentally expands what teams can accomplish without adding headcount.",[],{"_key":2939,"_type":429,"children":2940,"markDefs":2945,"style":2613},"2ec0d089112b",[2941],{"_key":2942,"_type":433,"marks":2943,"text":2944},"e14b3715706d",[],"The Path Forward",[],{"_key":2947,"_type":429,"children":2948,"markDefs":2953,"style":454},"e5a0b3055e97",[2949],{"_key":2950,"_type":433,"marks":2951,"text":2952},"86959069f636",[],"The Complete Guide to Close 2026 started with a simple question: where does the close stand today? By this point, the answer is clear. More importantly, what's possible is clear, along with what to evaluate and how to move forward.",[],{"_key":2955,"_type":429,"children":2956,"markDefs":2961,"style":454},"a6b2eca90ead",[2957],{"_key":2958,"_type":433,"marks":2959,"text":2960},"4d9e200c62e0",[],"The finance organizations winning won't be the ones with the biggest teams. They'll be the ones running on Agentic Performance Management, letting autonomous agents execute operations while their talent drives actual business value.",[],{"_key":2963,"_type":429,"children":2964,"markDefs":2969,"style":454},"c0f2e8b4ad2f",[2965],{"_key":2966,"_type":433,"marks":2967,"text":2968},"094c2473fb1c",[],"The choice is clear. Continue managing manual processes that consume capacity and delay insights, or deploy autonomous execution that scales without limit.",[],{"_key":2971,"_type":429,"children":2972,"markDefs":2977,"style":454},"b977e0dc3e84",[2973],{"_key":2974,"_type":433,"marks":2975,"text":2976},"5da0aed44eeb",[],"The transformation starts with a single step. Book the demo. Start the conversation.",[],{"_key":2979,"_type":429,"children":2980,"markDefs":2985,"style":454},"942969dd333d",[2981],{"_key":2982,"_type":433,"marks":2983,"text":2984},"16bbac2915a7",[],"The close doesn't have to stay broken. The tools to fix it exist today.",[],{"_key":2987,"_type":429,"children":2988,"markDefs":3001,"style":454},"eb7e3318dc46",[2989,2993,2997],{"_key":2990,"_type":433,"marks":2991,"text":2992},"e588533a03f1",[],"Ready to transform your close? ",{"_key":2994,"_type":433,"marks":2995,"text":22},"3ec6ce54b264",[2996],"0ae3f8907ef9",{"_key":2998,"_type":433,"marks":2999,"text":3000},"a6545c956681",[]," with Nominal.",[3002],{"_key":2996,"_type":2628,"linkPageModule":12,"newTab":12,"page":3003,"type":23,"url":6},{"slug":21,"title":22},[3005],{"_id":3006,"group":560,"slug":3007,"title":3009},"WHRc5NKIhsva8iXeVqk2js",{"_type":464,"current":3008},"\u002Ftag\u002Fresource-format\u002FGuides","Guides",{"description":6,"image":6,"title":6},{"altText":6,"asset":3012,"bgColor":3014,"caption":6,"dimensions":3015,"lqip":3016,"originalFilename":3017},{"_ref":3013,"_type":41},"image-7d62c971ae9e26cd13d0fed2860a250bfaafb1bd-376x279-svg","#d45c5c",{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAPABQDASIAAhEBAxEB\u002F8QAFgABAQEAAAAAAAAAAAAAAAAABgAH\u002F8QAHxAAAQQCAwEBAAAAAAAAAAAAAQIDBAUAEQYSIVEx\u002F8QAFgEBAQEAAAAAAAAAAAAAAAAABQME\u002F8QAGxEAAgMAAwAAAAAAAAAAAAAAAQIAAxEEBVH\u002F2gAMAwEAAhEDEQA\u002FAG\u002FHqlmbMbYo3EszHGi71dSddN6\u002FcRnhV84Oj8mIWleKA+YgoGVwqqMITbaUJSUgkDf79xAwZCg2pb6R9HXILSpAit3Y3LYwGZvkw++qaums3IUlpanUAElJ89yxjzKqhSr9915G1kDZ3lmZkwkCNU8gNWpbdyf\u002F2Q==","real close.svg","0|10m5s5:",{"createdAt":3020,"image":3021,"noindex":12,"title":3024,"updatedAt":3025},"2026-04-29T18:51:02Z",{"altText":6,"asset":3022,"bgColor":3014,"caption":6,"dimensions":3023,"lqip":3016,"originalFilename":3017},{"_ref":3013,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"A Real Close with Nominal","2026-04-30T14:15:56Z","\u002Fresources\u002Fa-real-close-with-nomainal","A finance team's journey from Excel-based consolidation to autonomous execution with Agentic Performance Management.",{"altText":6,"asset":3029,"bgColor":3014,"caption":6,"dimensions":3030,"lqip":3016,"originalFilename":3017},{"_ref":3013,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},{"_id":3032,"_type":458,"categories":3033,"content":3036,"formRef":6,"formats":3620,"globalSeo":3623,"headerImage":3624,"orderRank":3631,"seo":3632,"slug":2715,"text":3638,"thumbnailImage":3639,"title":2716},"3754c080-4a57-4545-9bda-ba8a563de4de",[3034],{"_id":594,"group":462,"slug":3035,"title":597},{"_type":464,"current":596},[3037,3045,3053,3061,3069,3078,3086,3094,3102,3110,3118,3126,3134,3142,3156,3164,3172,3180,3188,3196,3204,3212,3220,3228,3236,3244,3252,3260,3273,3281,3289,3297,3305,3313,3321,3329,3337,3345,3353,3361,3369,3377,3385,3393,3401,3409,3417,3425,3433,3441,3449,3457,3465,3473,3481,3489,3497,3505,3513,3521,3529,3537,3545,3553,3561,3569,3577,3585,3593,3601],{"_key":3038,"_type":429,"children":3039,"markDefs":3044,"style":454},"341e3ec3d761",[3040],{"_key":3041,"_type":433,"marks":3042,"text":3043},"259d9526c59d",[],"Implementation failures rarely stem from technology limitations. They happen when ownership remains unclear, data quality issues surface late, or teams treat automation like an ERP migration requiring months of planning. The shift to AI-native platforms changes this dynamic entirely, putting finance teams in control of timelines and outcomes.",[],{"_key":3046,"_type":429,"children":3047,"markDefs":3052,"style":454},"163dc7b0aad5",[3048],{"_key":3049,"_type":433,"marks":3050,"text":3051},"6107b76920e4",[],"This isn't about replacing your accounting infrastructure. It's about upgrading specific workflows on your own terms, starting with the processes causing the most pain and expanding as you prove value.",[],{"_key":3054,"_type":429,"children":3055,"markDefs":3060,"style":2613},"c48bf87b176c",[3056],{"_key":3057,"_type":433,"marks":3058,"text":3059},"573dbaabc566",[],"Why Implementation Stalls and How to Avoid It",[],{"_key":3062,"_type":429,"children":3063,"markDefs":3068,"style":454},"67976e24d6fa",[3064],{"_key":3065,"_type":433,"marks":3066,"text":3067},"ce5c2256a775",[],"Three common blockers derail close automation projects before they deliver value. Understanding these patterns helps teams navigate around them.",[],{"_key":3070,"_type":429,"children":3071,"markDefs":3076,"style":3077},"10a4986dcdbc",[3072],{"_key":3073,"_type":433,"marks":3074,"text":3075},"43295e1173df",[],"Unclear ownership creates coordination breakdowns",[],"h3",{"_key":3079,"_type":429,"children":3080,"markDefs":3085,"style":454},"be327e493405",[3081],{"_key":3082,"_type":433,"marks":3083,"text":3084},"ecce0c89a819",[],"When IT owns the project but finance defines requirements, miscommunication creates delays. When finance owns the project but lacks technical confidence, teams hesitate to make decisions. Modern platforms designed for finance team operation eliminate this conflict by removing technical barriers that previously required IT involvement.",[],{"_key":3087,"_type":429,"children":3088,"markDefs":3093,"style":3077},"6cacf07c21bb",[3089],{"_key":3090,"_type":433,"marks":3091,"text":3092},"e7d9d79ea788",[],"Messy data surfaces during integration ",[],{"_key":3095,"_type":429,"children":3096,"markDefs":3101,"style":454},"63fb6aed5c8f",[3097],{"_key":3098,"_type":433,"marks":3099,"text":3100},"15ac9ed1c0ee",[],"Organizations discover their chart of accounts contains duplicates, inconsistent naming, or dormant accounts. Intercompany transactions follow informal patterns that never got documented. Currency codes don't match between systems. These issues exist regardless, but integration exposes them.",[],{"_key":3103,"_type":429,"children":3104,"markDefs":3109,"style":454},"9b3a681a9e8a",[3105],{"_key":3106,"_type":433,"marks":3107,"text":3108},"bcf6ee2ab6c7",[],"The solution isn't perfect data cleanup before starting. It's acknowledging current state reality and addressing issues systematically as they surface. Modern platforms help identify and resolve data inconsistencies rather than requiring perfection upfront.",[],{"_key":3111,"_type":429,"children":3112,"markDefs":3117,"style":3077},"dacb81fb184d",[3113],{"_key":3114,"_type":433,"marks":3115,"text":3116},"6fed91a5b141",[],"Over-reliance on IT creates dependencies and delays ",[],{"_key":3119,"_type":429,"children":3120,"markDefs":3125,"style":454},"2c1341ab4ecf",[3121],{"_key":3122,"_type":433,"marks":3123,"text":3124},"8f50cc26e78d",[],"Traditional implementations required IT resources for API connections, data mapping, and ongoing maintenance. This dependency model works poorly for month-end processes where finance teams understand requirements better than IT staff who lack accounting context.",[],{"_key":3127,"_type":429,"children":3128,"markDefs":3133,"style":454},"0d5dbffa69cd",[3129],{"_key":3130,"_type":433,"marks":3131,"text":3132},"28d13a62cbe7",[],"AI-native platforms shift this model by handling technical complexity automatically. Finance teams configure business logic and workflow approvals without writing code or waiting for IT availability.",[],{"_key":3135,"_type":429,"children":3136,"markDefs":3141,"style":2613},"7f8bf4fa6a67",[3137],{"_key":3138,"_type":433,"marks":3139,"text":3140},"f4e12dfb73d4",[],"The First 30 Days: What a Smooth Implementation Looks Like",[],{"_key":3143,"_type":2824,"data":3144,"image":3154,"markDefs":6,"type":2836},"1b85d274d34a",{"altText":6,"asset":3145,"bgColor":3147,"caption":6,"dimensions":3148,"lqip":3152,"originalFilename":3153},{"_ref":3146,"_type":41},"image-2f4d5e1c366506cbf384a7562b33b42e3ac2e286-3200x4924-webp","#041ad3",{"_type":44,"aspectRatio":3149,"height":3150,"width":3151},0.6498781478472786,4924,3200,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAfABQDASIAAhEBAxEB\u002F8QAGAAAAwEBAAAAAAAAAAAAAAAAAAUHCAb\u002FxAAjEAABAwQCAgMBAAAAAAAAAAABAgMEAAUGERIhBxMiMVGB\u002F8QAGAEAAgMAAAAAAAAAAAAAAAAABQYDBAf\u002FxAAfEQACAgICAwEAAAAAAAAAAAABAgMRAAQhMQYSQSL\u002F2gAMAwEAAhEDEQA\u002FAIvb4rS3dvq4oT3r9pjNiwnkKLS+Kx2APqtG+I8RsU7DIj0+3MPPKUra1pBJ7rp7fhGNrXISu1RSA6QPiK0XY8iiilZSp\u002FJr5gtdZmAN95jT0H8oqm+T7LEh5rcGITKWmEkcUI6A6oo\u002FDtCWNZB9F5WZfU1la8c2e8SMVjKgXJtloqOm1I3run8Sx38qdSi8NbDh3trX9pLhuURbLY2Ijja1LQSSQKbx83htlavW4SpfL6pB2V2Wlcqgq+OBhdYaAGSDPoEhnKprct4PvAjk4BrfVFPsqU3dr5ImNjSXCCN0Uy685WJQ3dDIjqEm8\u002F\u002FZ","Nominal-Infographic---Chapter-6-Part-1.webp",{"_type":2836,"asset":3155},{"_ref":3146,"_type":41},{"_key":3157,"_type":429,"children":3158,"markDefs":3163,"style":454},"0cdcb09d01ce",[3159],{"_key":3160,"_type":433,"marks":3161,"text":3162},"32f75ae57104",[],"Modern implementations are complete in weeks rather than quarters. The first month establishes a foundation, validates the approach, and delivers initial value.",[],{"_key":3165,"_type":429,"children":3166,"markDefs":3171,"style":3077},"0b8deb379569",[3167],{"_key":3168,"_type":433,"marks":3169,"text":3170},"4aefff74e1e9",[],"Week 1: Foundation and Connection",[],{"_key":3173,"_type":429,"children":3174,"markDefs":3179,"style":454},"95d30c071ae3",[3175],{"_key":3176,"_type":433,"marks":3177,"text":3178},"915698608179",[],"Implementation begins with data integration between existing ERPs and the automation platform. API connections provide continuous data flow without manual exports. Finance teams verify that trial balances, journal entries, and entity structures flow correctly.",[],{"_key":3181,"_type":429,"children":3182,"markDefs":3187,"style":454},"f88972eb3c53",[3183],{"_key":3184,"_type":433,"marks":3185,"text":3186},"c56f7fec808a",[],"Chart of accounts mapping occurs during week one. Modern systems suggest mappings based on account names and historical patterns, requiring finance review rather than manual configuration of every account. Entity structures, currencies, and ownership relationships get defined. The platform uses this structure to automate currency translation and eliminate entries.",[],{"_key":3189,"_type":429,"children":3190,"markDefs":3195,"style":3077},"e8b128ba2e5b",[3191],{"_key":3192,"_type":433,"marks":3193,"text":3194},"0dfafa18faec",[],"Week 2: Workflow Testing and Refinement",[],{"_key":3197,"_type":429,"children":3198,"markDefs":3203,"style":454},"1bfa2249baa1",[3199],{"_key":3200,"_type":433,"marks":3201,"text":3202},"471b9dcb7e53",[],"Week two focuses on testing one core workflow end-to-end. Organizations typically choose their most painful manual process. Testing with recent actual data reveals how automation handles real-world complexity.",[],{"_key":3205,"_type":429,"children":3206,"markDefs":3211,"style":454},"fed6ef3be952",[3207],{"_key":3208,"_type":433,"marks":3209,"text":3210},"a8b4a3348dfc",[],"Finance teams refine matching rules, threshold settings, and exception handling. AI systems learn from corrections, becoming more accurate with each refinement. Parallel processing continues, with automated results running alongside manual processes to validate accuracy.",[],{"_key":3213,"_type":429,"children":3214,"markDefs":3219,"style":3077},"8596ea0d4ffb",[3215],{"_key":3216,"_type":433,"marks":3217,"text":3218},"549ed299e4f9",[],"Week 3: Team Onboarding and Expansion",[],{"_key":3221,"_type":429,"children":3222,"markDefs":3227,"style":454},"b0cce3336ed0",[3223],{"_key":3224,"_type":433,"marks":3225,"text":3226},"abbc50815577",[],"The third week brings broader team members into the platform. Staff accountants, controllers, and entity finance leads receive training focused on their specific workflows. Modern platforms require hours of training rather than days.",[],{"_key":3229,"_type":429,"children":3230,"markDefs":3235,"style":454},"c8d806533522",[3231],{"_key":3232,"_type":433,"marks":3233,"text":3234},"0d08fcf4db2b",[],"Teams expand automation to additional workflows once initial testing validates the approach. Organizations that started with consolidation add reconciliation automation. 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This clarifies what to automate, identifies pain points, and establishes a baseline for measuring improvement.",[],{"_key":3370,"_type":429,"children":3371,"markDefs":3376,"style":3077},"c4a77dc0431d",[3372],{"_key":3373,"_type":433,"marks":3374,"text":3375},"78f9359961b9",[],"Sample Intercompany Transactions",[],{"_key":3378,"_type":429,"children":3379,"markDefs":3384,"style":454},"e5f72635be21",[3380],{"_key":3381,"_type":433,"marks":3382,"text":3383},"09c6e4501b19",[],"Gather examples of typical intercompany transactions, including sales between entities, cost allocations, and management fees. These examples help configure elimination logic and matching rules. Include both standard transactions and edge cases.",[],{"_key":3386,"_type":429,"children":3387,"markDefs":3392,"style":454},"d9b026b42579",[3388],{"_key":3389,"_type":433,"marks":3390,"text":3391},"31b8f7c7c136",[],"Avoid the most common implementation pitfalls. Use our free Implementation Readiness Checklist to prepare your team, clean up data, and set clear ownership before launch.",[],{"_key":3394,"_type":429,"children":3395,"markDefs":3400,"style":2613},"2b837093ccaf",[3396],{"_key":3397,"_type":433,"marks":3398,"text":3399},"4c51ab22570b",[],"Change Management for Finance Teams",[],{"_key":3402,"_type":429,"children":3403,"markDefs":3408,"style":454},"e08d7da8e6ad",[3404],{"_key":3405,"_type":433,"marks":3406,"text":3407},"88978b138c88",[],"Technology implementation succeeds or fails based on people's adoption. The most sophisticated platform delivers no value if teams continue working around it in spreadsheets.",[],{"_key":3410,"_type":429,"children":3411,"markDefs":3416,"style":3077},"645dee7b61d4",[3412],{"_key":3413,"_type":433,"marks":3414,"text":3415},"81bb3a5a523a",[],"Communicate the Why Clearly",[],{"_key":3418,"_type":429,"children":3419,"markDefs":3424,"style":454},"49e491c14dc6",[3420],{"_key":3421,"_type":433,"marks":3422,"text":3423},"938dfc62c9b1",[],"People resist change when they don't understand its purpose or fear negative consequences. Frame automation as eliminating tedious manual work rather than replacing jobs. 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Success with painful workflows creates advocates.",[],{"_key":3442,"_type":429,"children":3443,"markDefs":3448,"style":3077},"564893200dd4",[3444],{"_key":3445,"_type":433,"marks":3446,"text":3447},"7cc7175d79be",[],"Highlight Wins Early and Specifically",[],{"_key":3450,"_type":429,"children":3451,"markDefs":3456,"style":454},"9d3811bf27a7",[3452],{"_key":3453,"_type":433,"marks":3454,"text":3455},"2e4217da9ebb",[],"Generic claims about improvement convince nobody. Specific examples resonate: \"Consolidation that took four days now completes in two hours.\" Track and share these wins visibly. Quantify impact because numbers make improvement concrete.",[],{"_key":3458,"_type":429,"children":3459,"markDefs":3464,"style":3077},"e03a773da42f",[3460],{"_key":3461,"_type":433,"marks":3462,"text":3463},"674c2bf5664a",[],"Involve Skeptics Early",[],{"_key":3466,"_type":429,"children":3467,"markDefs":3472,"style":454},"4abeb408f8fb",[3468],{"_key":3469,"_type":433,"marks":3470,"text":3471},"31bf41d23f5d",[],"The loudest skeptics often become the strongest advocates once they experience benefits. Involve them during implementation to provide input on workflows. Their buy-in influences peers more effectively than a leadership mandate. 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The platform handles technical complexity automatically while exposing business logic configuration that finance teams understand.",[],{"_key":3506,"_type":429,"children":3507,"markDefs":3512,"style":3077},"bce6453ac278",[3508],{"_key":3509,"_type":433,"marks":3510,"text":3511},"9dbdabdf49c5",[],"Prebuilt logic for common workflows",[],{"_key":3514,"_type":429,"children":3515,"markDefs":3520,"style":454},"56eb9a509749",[3516],{"_key":3517,"_type":433,"marks":3518,"text":3519},"f2f1220fe9c8",[],"Standard patterns for consolidation, eliminations, and reconciliation come configured based on thousands of implementations. Finance teams review and refine this logic rather than building from scratch.",[],{"_key":3522,"_type":429,"children":3523,"markDefs":3528,"style":3077},"14036d99f0bc",[3524],{"_key":3525,"_type":433,"marks":3526,"text":3527},"02010833d623",[],"Real-time collaboration",[],{"_key":3530,"_type":429,"children":3531,"markDefs":3536,"style":454},"ded0ce5a1ef6",[3532],{"_key":3533,"_type":433,"marks":3534,"text":3535},"f5b933398b61",[],"Implementation happens through Slack integration that feels like working with an internal team. Issues are resolved in hours rather than waiting for support tickets.",[],{"_key":3538,"_type":429,"children":3539,"markDefs":3544,"style":3077},"bc383c8e2d0b",[3540],{"_key":3541,"_type":433,"marks":3542,"text":3543},"aa627f0325ce",[],"Risk-free evaluation period",[],{"_key":3546,"_type":429,"children":3547,"markDefs":3552,"style":454},"713eb4f610cc",[3548],{"_key":3549,"_type":433,"marks":3550,"text":3551},"ef0cfb8993d7",[],"Organizations test full platform capabilities with real data before committing. This evaluation typically lasts three months, providing multiple close cycles to validate accuracy and measure impact.",[],{"_key":3554,"_type":429,"children":3555,"markDefs":3560,"style":2613},"a35a99892f09",[3556],{"_key":3557,"_type":433,"marks":3558,"text":3559},"b3f273189474",[],"Making Implementation Stick",[],{"_key":3562,"_type":429,"children":3563,"markDefs":3568,"style":454},"37ba45808554",[3564],{"_key":3565,"_type":433,"marks":3566,"text":3567},"4261286ac491",[],"Initial implementation represents just the beginning of automation value. Organizations that treat go-live as the finish line miss opportunities for continuous improvement.",[],{"_key":3570,"_type":429,"children":3571,"markDefs":3576,"style":454},"122fb7bdb02b",[3572],{"_key":3573,"_type":433,"marks":3574,"text":3575},"a40996c14961",[],"Plan regular refinement sessions to review automation performance and identify optimization opportunities. AI systems improve with feedback, becoming more accurate at matching transactions and identifying exceptions. Monthly reviews ensure continuous learning.",[],{"_key":3578,"_type":429,"children":3579,"markDefs":3584,"style":454},"7c0eee6e105a",[3580],{"_key":3581,"_type":433,"marks":3582,"text":3583},"8e7194fca996",[],"Expand automation systematically rather than attempting everything simultaneously. Organizations typically implement in waves: core consolidation first, then reconciliation, then variance analysis. This staged approach builds expertise and proves value incrementally.",[],{"_key":3586,"_type":429,"children":3587,"markDefs":3592,"style":454},"4112d6cb4a2e",[3588],{"_key":3589,"_type":433,"marks":3590,"text":3591},"befd29e0de1e",[],"Document new procedures as automation changes workflows. Update close checklists, train new team members, and maintain institutional knowledge about configuration decisions. 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This checklist will help you drive adoption across finance and ops.",{"altText":6,"asset":3640,"bgColor":3627,"caption":6,"dimensions":3641,"lqip":3629,"originalFilename":3630},{"_ref":3626,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},{"_id":3643,"_type":458,"categories":3644,"content":3647,"formRef":6,"formats":4354,"globalSeo":4357,"headerImage":4358,"orderRank":4365,"seo":4366,"slug":2698,"text":4372,"thumbnailImage":4373,"title":2699},"f8e6c7ad-db20-4658-9f38-7757fa826b90",[3645],{"_id":594,"group":462,"slug":3646,"title":597},{"_type":464,"current":596},[3648,3656,3664,3672,3680,3688,3696,3704,3712,3720,3728,3736,3744,3752,3764,3776,3788,3796,3804,3815,3826,3837,3845,3853,3864,3875,3886,3900,3907,3915,3923,3931,3939,3947,3955,3963,3971,3979,3987,3995,4003,4011,4019,4027,4035,4043,4051,4059,4067,4075,4083,4091,4099,4107,4115,4123,4131,4139,4147,4155,4163,4171,4179,4187,4195,4203,4211,4219,4227,4235,4243,4251,4259,4267,4275,4283,4291,4299,4307,4315,4323,4331,4339],{"_key":3649,"_type":429,"children":3650,"markDefs":3655,"style":454},"ed4c2c83708b",[3651],{"_key":3652,"_type":433,"marks":3653,"text":3654},"0994f58c3d00",[],"Not every tool fits every finance team. The right performance management platform works seamlessly with your existing ERP, scales as your organization grows, and delivers measurable ROI without requiring complete system overhauls.",[],{"_key":3657,"_type":429,"children":3658,"markDefs":3663,"style":454},"d53c2c32bbe2",[3659],{"_key":3660,"_type":433,"marks":3661,"text":3662},"41d92e9108bf",[],"Controllers and finance leaders now face a crowded marketplace where every vendor claims AI and automation. Understanding the fundamental differences between assistive tools and autonomous agents, and evaluating based on operational needs rather than buzzwords, makes the difference between transformation and disappointment.",[],{"_key":3665,"_type":429,"children":3666,"markDefs":3671,"style":2613},"b0aab4e97beb",[3667],{"_key":3668,"_type":433,"marks":3669,"text":3670},"8d7c46ae3b31",[],"The Software Landscape Has Changed",[],{"_key":3673,"_type":429,"children":3674,"markDefs":3679,"style":454},"29ca1d1de769",[3675],{"_key":3676,"_type":433,"marks":3677,"text":3678},"4663243044db",[],"Traditional approaches to closing the books relied heavily on ERP modules designed primarily for transaction processing, supplemented by extensive spreadsheet manipulation. That model no longer works for most mid-market and growing organizations. Leadership demands faster reporting cycles. Multi-entity structures introduce consolidation complexity. Remote teams need collaborative workflows rather than email-based coordination.",[],{"_key":3681,"_type":429,"children":3682,"markDefs":3687,"style":454},"77d2e4d98b30",[3683],{"_key":3684,"_type":433,"marks":3685,"text":3686},"c1d4c1a69100",[],"Three distinct approaches have emerged to address these challenges: ",[],{"_key":3689,"_type":429,"children":3690,"level":45,"listItem":484,"markDefs":3695,"style":454},"8d8aa4546bf7",[3691],{"_key":3692,"_type":433,"marks":3693,"text":3694},"33961bebd064",[],"Traditional automation that organizes workflows",[],{"_key":3697,"_type":429,"children":3698,"level":45,"listItem":484,"markDefs":3703,"style":454},"74bbb03156b9",[3699],{"_key":3700,"_type":433,"marks":3701,"text":3702},"37e9f771dec9",[],"AI assistants that help humans work smarter",[],{"_key":3705,"_type":429,"children":3706,"level":45,"listItem":484,"markDefs":3711,"style":454},"25550c3cee86",[3707],{"_key":3708,"_type":433,"marks":3709,"text":3710},"5704f1d71773",[],"Agentic Performance Management that executes workflows autonomously",[],{"_key":3713,"_type":429,"children":3714,"markDefs":3719,"style":454},"cbf149e11ec1",[3715],{"_key":3716,"_type":433,"marks":3717,"text":3718},"b2a131cd201e",[],"Each represents a fundamentally different operating model. For multi-entity, fast-growth organizations, understanding these differences determines whether software delivers incremental improvement or genuine transformation.",[],{"_key":3721,"_type":429,"children":3722,"markDefs":3727,"style":2613},"06fe4a5cb7ba",[3723],{"_key":3724,"_type":433,"marks":3725,"text":3726},"ea4f4824b07e",[],"Three Approaches to Finance Performance Management: What You're Actually Comparing",[],{"_key":3729,"_type":429,"children":3730,"markDefs":3735,"style":454},"e7cb32b12d39",[3731],{"_key":3732,"_type":433,"marks":3733,"text":3734},"54a83cb8b95b",[],"The close automation market contains three distinct categories of solutions, each with different strengths, limitations, and ideal use cases.",[],{"_key":3737,"_type":429,"children":3738,"markDefs":3743,"style":3077},"bacf4b134ae8",[3739],{"_key":3740,"_type":433,"marks":3741,"text":3742},"f2c536d0a882",[],"ERP Modules",[],{"_key":3745,"_type":429,"children":3746,"markDefs":3751,"style":454},"1538d83471f1",[3747],{"_key":3748,"_type":433,"marks":3749,"text":3750},"74eceb76c1df",[],"Many ERP systems offer built-in close management functionality. NetSuite Close Management, SAP's closing cockpit, and similar tools provide task tracking and basic reporting within the ERP environment.",[],{"_key":3753,"_type":429,"children":3754,"level":45,"listItem":484,"markDefs":3763,"style":454},"a9fdbdd0d45c",[3755,3759],{"_key":3756,"_type":433,"marks":3757,"text":3758},"70a32b86d384",[3266],"Strengths:",{"_key":3760,"_type":433,"marks":3761,"text":3762},"e08942c71b1a",[]," These modules integrate directly with transaction data and present a familiar interface for teams already using the ERP. 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Organizations seeking autonomous execution rather than better organization often outgrow these tools quickly.",[],{"_key":3777,"_type":429,"children":3778,"level":45,"listItem":484,"markDefs":3787,"style":454},"1cd05495d71d",[3779,3783],{"_key":3780,"_type":433,"marks":3781,"text":3782},"0e8712e17836",[3266],"Best for:",{"_key":3784,"_type":433,"marks":3785,"text":3786},"ea8909f62c16",[]," Single-entity organizations with straightforward close processes, adequate finance capacity, and strong technical ERP expertise internally. Teams that need better task organization rather than workflow execution.",[],{"_key":3789,"_type":429,"children":3790,"markDefs":3795,"style":3077},"4f13d985c38d",[3791],{"_key":3792,"_type":433,"marks":3793,"text":3794},"7196b69dcb20",[],"AI Assistants and Copilots",[],{"_key":3797,"_type":429,"children":3798,"markDefs":3803,"style":454},"15641809bcb4",[3799],{"_key":3800,"_type":433,"marks":3801,"text":3802},"b56ffc1282f2",[],"AI-powered assistants and copilots help finance teams work smarter by suggesting matches, drafting commentary, and flagging exceptions. Tools like AI-enhanced reconciliation platforms and generative AI copilots focus on making humans more efficient.",[],{"_key":3805,"_type":429,"children":3806,"level":45,"listItem":484,"markDefs":3814,"style":454},"c325c25642a3",[3807,3810],{"_key":3808,"_type":433,"marks":3809,"text":3758},"44d3f91b43cc",[3266],{"_key":3811,"_type":433,"marks":3812,"text":3813},"ae562900863c",[]," AI assistants reduce manual effort by suggesting transaction matches, identifying likely variances, and drafting preliminary analysis. They learn from patterns and become more accurate over time. Modern interfaces make AI capabilities accessible without technical expertise, and implementation is typically faster than traditional automation.",[],{"_key":3816,"_type":429,"children":3817,"level":45,"listItem":484,"markDefs":3825,"style":454},"8f44de27bbab",[3818,3821],{"_key":3819,"_type":433,"marks":3820,"text":3770},"1bf67e593d69",[3266],{"_key":3822,"_type":433,"marks":3823,"text":3824},"de5d0bdacaf9",[]," AI assistants still require human execution for every transaction. They suggest, but humans must review, approve, and act on every recommendation. The bottleneck shifts from \"finding matches\" to \"reviewing suggestions,\" which doesn't fundamentally change capacity constraints. As transaction volumes grow, assistant-based approaches still require proportional human scaling.",[],{"_key":3827,"_type":429,"children":3828,"level":45,"listItem":484,"markDefs":3836,"style":454},"98cb326de5f5",[3829,3832],{"_key":3830,"_type":433,"marks":3831,"text":3782},"0618b660ae41",[3266],{"_key":3833,"_type":433,"marks":3834,"text":3835},"f7bedee2c221",[]," Teams with adequate capacity looking to work more efficiently, or organizations with relatively low transaction volumes where human review of every suggestion remains manageable.",[],{"_key":3838,"_type":429,"children":3839,"markDefs":3844,"style":3077},"842a8b7861c8",[3840],{"_key":3841,"_type":433,"marks":3842,"text":3843},"fd5bbc8c0f8e",[],"Agentic Performance Management (APM)",[],{"_key":3846,"_type":429,"children":3847,"markDefs":3852,"style":454},"bebebad40930",[3848],{"_key":3849,"_type":433,"marks":3850,"text":3851},"ba6a06ffbc59",[],"Agentic Performance Management platforms like Nominal deploy autonomous agents that own and execute complete accounting workflows. Unlike tools that assist humans, APM agents actually perform reconciliations, consolidations, and close processes from start to finish with adaptive decision-making and continuous improvement.",[],{"_key":3854,"_type":429,"children":3855,"level":45,"listItem":484,"markDefs":3863,"style":454},"8fdd2f847047",[3856,3859],{"_key":3857,"_type":433,"marks":3858,"text":3758},"b8a7d173ffc5",[3266],{"_key":3860,"_type":433,"marks":3861,"text":3862},"da8cee178e2e",[]," APM platforms execute workflows autonomously, not just assist with them. Agents handle complete processes including exception resolution, learning and adapting over time without breaking when formats change. Organizations scale operations without proportional headcount increases. Finance teams shift from operational execution to process governance and strategic work. Implementation delivers autonomous execution within weeks, and agents continuously improve performance over time.",[],{"_key":3865,"_type":429,"children":3866,"level":45,"listItem":484,"markDefs":3874,"style":454},"78db6080b4a2",[3867,3870],{"_key":3868,"_type":433,"marks":3869,"text":3770},"34d5811b5814",[3266],{"_key":3871,"_type":433,"marks":3872,"text":3873},"202382e6086c",[]," APM represents a fundamental shift in operating model. Organizations must transition from \"humans execute, software assists\" to \"agents execute, humans govern.\" Teams need to develop new skills in agent oversight and exception management rather than transaction processing.",[],{"_key":3876,"_type":429,"children":3877,"level":45,"listItem":484,"markDefs":3885,"style":454},"d156005ce7c6",[3878,3881],{"_key":3879,"_type":433,"marks":3880,"text":3782},"d94b1f03d478",[3266],{"_key":3882,"_type":433,"marks":3883,"text":3884},"4c6b1eed67ed",[]," Multi-entity organizations with high transaction volumes, fast-growth companies where scaling headcount isn't viable, and teams ready to fundamentally transform operations rather than incrementally improve existing processes. Organizations where finance capacity is the strategic bottleneck.",[],{"_key":3887,"_type":2824,"data":3888,"image":3898,"markDefs":6,"type":2836},"62e49b7eb7f8",{"altText":6,"asset":3889,"bgColor":3891,"caption":6,"dimensions":3892,"lqip":3896,"originalFilename":3897},{"_ref":3890,"_type":41},"image-c497125c9b4524ac435294cf192757b9d867e511-4424x4808-webp","#1960ea",{"_type":44,"aspectRatio":3893,"height":3894,"width":3895},0.9201331114808652,4808,4424,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAWABQDASIAAhEBAxEB\u002F8QAGQABAAMBAQAAAAAAAAAAAAAAAAMGBwQF\u002F8QAJhAAAQQBBAEDBQAAAAAAAAAAAQACAxEEBQYSMSEHExYnQWFisf\u002FEABYBAQEBAAAAAAAAAAAAAAAAAAQDBf\u002FEAB0RAAICAwADAAAAAAAAAAAAAAECABEDBFESkbH\u002F2gAMAwEAAhEDEQA\u002FANX+ZZmr65l6fpmDI5+K4teeVXR7XvYD9bcLlwpGOHmi+7VM9M2\u002FUHcTf2d\u002FVrpDhI4g+OPS2N8rrZBiRRVA+xBat5F826ZFhZOTJADPjOjfdVff5RdMBJjBPaLKJBN1GzPNobbytK3hrOc6eF0eS5xa1oNjz91frk5k2KpETN9zkygtwfJDWUKlDpksHL2hyNlERBl5\u002F9k=","apm-comparison.webp",{"_type":2836,"asset":3899},{"_ref":3890,"_type":41},{"_key":3901,"_type":429,"children":3902,"markDefs":3906,"style":454},"36585e0d3ccb",[3903],{"_key":3904,"_type":433,"marks":3905,"text":3267},"e2f814196fd8",[3266],[],{"_key":3908,"_type":429,"children":3909,"level":45,"listItem":484,"markDefs":3914,"style":454},"51fa9096f768",[3910],{"_key":3911,"_type":433,"marks":3912,"text":3913},"185291c655eb",[],"The 5 Best BlackLine Alternatives to Streamline Your Close",[],{"_key":3916,"_type":429,"children":3917,"level":45,"listItem":484,"markDefs":3922,"style":454},"f7c3ee5774de",[3918],{"_key":3919,"_type":433,"marks":3920,"text":3921},"b5a5a029cbfe",[],"BlackLine vs FloQast: Which Financial Close Platform Fits Your Team?",[],{"_key":3924,"_type":429,"children":3925,"level":45,"listItem":484,"markDefs":3930,"style":454},"b2c5b44c21aa",[3926],{"_key":3927,"_type":433,"marks":3928,"text":3929},"22e7e1a6b189",[],"Numeric vs FloQast: Which Close Software Works Best?",[],{"_key":3932,"_type":429,"children":3933,"markDefs":3938,"style":2613},"e2ccfbb9ee78",[3934],{"_key":3935,"_type":433,"marks":3936,"text":3937},"cac13a42677f",[],"How to Choose: Evaluation Criteria That Matter",[],{"_key":3940,"_type":429,"children":3941,"markDefs":3946,"style":454},"ba4d1d0a5c85",[3942],{"_key":3943,"_type":433,"marks":3944,"text":3945},"d2fc139b5f51",[],"Selecting performance management software requires evaluating capabilities that directly impact your team's daily work and long-term success. Eight key criteria separate platforms that deliver genuine value from those that create new problems while solving old ones.",[],{"_key":3948,"_type":429,"children":3949,"markDefs":3954,"style":3077},"a346c5974f08",[3950],{"_key":3951,"_type":433,"marks":3952,"text":3953},"ae438dfb80c9",[],"1. ERP Compatibility",[],{"_key":3956,"_type":429,"children":3957,"markDefs":3962,"style":454},"26c4f90e583d",[3958],{"_key":3959,"_type":433,"marks":3960,"text":3961},"97e2f094d252",[],"The platform must work seamlessly with your current accounting systems. Evaluate whether the solution requires ERP migration, operates as an overlay connecting through APIs, or functions as a replacement system. Overlay solutions preserve existing investments while adding automation capabilities.",[],{"_key":3964,"_type":429,"children":3965,"markDefs":3970,"style":3077},"f45fb208f3f4",[3966],{"_key":3967,"_type":433,"marks":3968,"text":3969},"46e1a4b9f7b0",[],"2. Multi-Entity Support",[],{"_key":3972,"_type":429,"children":3973,"markDefs":3978,"style":454},"047041fe42a2",[3974],{"_key":3975,"_type":433,"marks":3976,"text":3977},"39fbceee810d",[],"For organizations operating across multiple entities, currencies, or jurisdictions, consolidation capabilities become critical. Assess how the platform handles currency translation, intercompany eliminations, ownership structures, and segment reporting.",[],{"_key":3980,"_type":429,"children":3981,"markDefs":3986,"style":3077},"a0306aa46ac9",[3982],{"_key":3983,"_type":433,"marks":3984,"text":3985},"412fa5e9a9c4",[],"3. Execution vs. Assistance",[],{"_key":3988,"_type":429,"children":3989,"markDefs":3994,"style":454},"6d1ac4f0f6c8",[3990],{"_key":3991,"_type":433,"marks":3992,"text":3993},"d25642bc4df5",[],"Distinguish between tools that assist humans and platforms that autonomously execute workflows. Does the software suggest matches for human review, or does it perform reconciliations and escalate only genuine exceptions? True autonomous execution eliminates the human bottleneck, not just makes it more efficient.",[],{"_key":3996,"_type":429,"children":3997,"markDefs":4002,"style":3077},"4129f9231fe2",[3998],{"_key":3999,"_type":433,"marks":4000,"text":4001},"d231e5346651",[],"4. Audit Readiness",[],{"_key":4004,"_type":429,"children":4005,"markDefs":4010,"style":454},"9784a3e45eeb",[4006],{"_key":4007,"_type":433,"marks":4008,"text":4009},"edb2b59b21ee",[],"Comprehensive audit trails, versioning, and documentation should generate automatically as work progresses. Systems that treat audit readiness as core functionality create dramatically different experiences during external audits.",[],{"_key":4012,"_type":429,"children":4013,"markDefs":4018,"style":3077},"390e70a1744f",[4014],{"_key":4015,"_type":433,"marks":4016,"text":4017},"445fdd84a975",[],"5. Reporting Flexibility",[],{"_key":4020,"_type":429,"children":4021,"markDefs":4026,"style":454},"d6a0c2615d6e",[4022],{"_key":4023,"_type":433,"marks":4024,"text":4025},"33ad6768db56",[],"Modern platforms provide real-time dashboards, drill-down capabilities, and customizable views. Assess whether leadership can access current information throughout the month or must wait for formal report packages.",[],{"_key":4028,"_type":429,"children":4029,"markDefs":4034,"style":3077},"74eb6e9e3267",[4030],{"_key":4031,"_type":433,"marks":4032,"text":4033},"6138311438c6",[],"6. Time to Value",[],{"_key":4036,"_type":429,"children":4037,"markDefs":4042,"style":454},"3f2cf4271e12",[4038],{"_key":4039,"_type":433,"marks":4040,"text":4041},"14bf89580a63",[],"Implementation timelines vary dramatically. Enterprise implementations measured in quarters delay benefits. Modern platforms designed for rapid deployment can deliver value within weeks.",[],{"_key":4044,"_type":429,"children":4045,"markDefs":4050,"style":3077},"712ac8dea764",[4046],{"_key":4047,"_type":433,"marks":4048,"text":4049},"44e6d6db6bf7",[],"7. AI Capabilities: Assistance vs. Autonomous Execution",[],{"_key":4052,"_type":429,"children":4053,"markDefs":4058,"style":454},"2d72bb9cdb57",[4054],{"_key":4055,"_type":433,"marks":4056,"text":4057},"9c217e5b9f8a",[],"Differentiate between AI that assists and agents that execute autonomously. Assistive AI suggests matches and drafts commentary. Autonomous agents actually perform reconciliations, post entries, and handle exceptions. Ask vendors specifically: does a human review every transaction, or do agents handle standard workflows autonomously and escalate only exceptions?",[],{"_key":4060,"_type":429,"children":4061,"markDefs":4066,"style":3077},"a5221f703a7b",[4062],{"_key":4063,"_type":433,"marks":4064,"text":4065},"c6447c78dfff",[],"8. User Experience",[],{"_key":4068,"_type":429,"children":4069,"markDefs":4074,"style":454},"0563d81160f7",[4070],{"_key":4071,"_type":433,"marks":4072,"text":4073},"976a6ed23cfc",[],"Software designed for finance professionals versus engineers creates fundamentally different adoption experiences. Evaluate whether controllers and accountants can configure workflows without IT involvement.",[],{"_key":4076,"_type":429,"children":4077,"markDefs":4082,"style":2613},"6a81f4389228",[4078],{"_key":4079,"_type":433,"marks":4080,"text":4081},"751b34d8ff4c",[],"Questions to Ask During Your Buying Process",[],{"_key":4084,"_type":429,"children":4085,"markDefs":4090,"style":454},"5d20d1cd607f",[4086],{"_key":4087,"_type":433,"marks":4088,"text":4089},"d386d917fad3",[],"Arm yourself with questions that reveal how platforms actually perform in operational reality rather than controlled demonstrations.",[],{"_key":4092,"_type":429,"children":4093,"markDefs":4098,"style":3077},"94272e7ebbae",[4094],{"_key":4095,"_type":433,"marks":4096,"text":4097},"91a50377e0ff",[],"Does this tool execute workflows or just organize them?",[],{"_key":4100,"_type":429,"children":4101,"markDefs":4106,"style":454},"c77d8cd10426",[4102],{"_key":4103,"_type":433,"marks":4104,"text":4105},"4cebe112875e",[],"Many solutions track tasks without actually reducing manual work. Push vendors for specific examples of automation and quantification of time savings.",[],{"_key":4108,"_type":429,"children":4109,"markDefs":4114,"style":3077},"47eec7b07bb9",[4110],{"_key":4111,"_type":433,"marks":4112,"text":4113},"759e17af7a3a",[],"Does your AI assist or execute autonomously?",[],{"_key":4116,"_type":429,"children":4117,"markDefs":4122,"style":454},"af9ea77639f0",[4118],{"_key":4119,"_type":433,"marks":4120,"text":4121},"9f8e459a6341",[],"Many vendors claim \"AI-powered automation\" but deliver suggestion engines. Push for specifics: Does the AI perform the reconciliation and escalate exceptions, or does it flag potential matches for human review? The difference determines whether you're eliminating bottlenecks or just making them more efficient.",[],{"_key":4124,"_type":429,"children":4125,"markDefs":4130,"style":3077},"7e78bcf30d9c",[4126],{"_key":4127,"_type":433,"marks":4128,"text":4129},"c5c77bddd9a5",[],"What happens when transaction volumes double?",[],{"_key":4132,"_type":429,"children":4133,"markDefs":4138,"style":454},"d51db752231c",[4134],{"_key":4135,"_type":433,"marks":4136,"text":4137},"9d1a27f739a6",[],"Assistive tools require proportional human scaling: more transactions mean more suggestions to review. Autonomous execution scales without additional headcount. Understanding this distinction reveals the true operational model.",[],{"_key":4140,"_type":429,"children":4141,"markDefs":4146,"style":3077},"64922fd73ddd",[4142],{"_key":4143,"_type":433,"marks":4144,"text":4145},"03e757249868",[],"Can it adapt to our close checklist or force us to fit its structure? ",[],{"_key":4148,"_type":429,"children":4149,"markDefs":4154,"style":454},"0fe2bb752b43",[4150],{"_key":4151,"_type":433,"marks":4152,"text":4153},"5930d4315e6c",[],"Some platforms require complete process redesign. Understand flexibility boundaries before committing to implementation projects.",[],{"_key":4156,"_type":429,"children":4157,"markDefs":4162,"style":3077},"39203f559607",[4158],{"_key":4159,"_type":433,"marks":4160,"text":4161},"3c7fb1232552",[],"What is the real setup cost in time, people, and integrations? ",[],{"_key":4164,"_type":429,"children":4165,"markDefs":4170,"style":454},"89c4b328c83d",[4166],{"_key":4167,"_type":433,"marks":4168,"text":4169},"a324885c37e7",[],"Account for implementation services, internal team time, ongoing maintenance, and integration development. Hidden costs often exceed subscription fees.",[],{"_key":4172,"_type":429,"children":4173,"markDefs":4178,"style":3077},"49db4163e87b",[4174],{"_key":4175,"_type":433,"marks":4176,"text":4177},"31371a1276ab",[],"How does it handle multi-currency and intercompany workflows? ",[],{"_key":4180,"_type":429,"children":4181,"markDefs":4186,"style":454},"8bc6b0ee8c33",[4182],{"_key":4183,"_type":433,"marks":4184,"text":4185},"2fbc2d1c1b7c",[],"Request demonstrations using scenarios matching your organizational structure. Verify that currency translation and consolidation workflows align with accounting requirements.",[],{"_key":4188,"_type":429,"children":4189,"markDefs":4194,"style":3077},"08840db7929a",[4190],{"_key":4191,"_type":433,"marks":4192,"text":4193},"eca57b507d28",[],"Will my team actually use this? ",[],{"_key":4196,"_type":429,"children":4197,"markDefs":4202,"style":454},"f331a2fc42c3",[4198],{"_key":4199,"_type":433,"marks":4200,"text":4201},"8c687f8ccb1d",[],"Involve team members who will use the system daily in evaluation. Their feedback on usability predicts adoption better than feature comparisons.",[],{"_key":4204,"_type":429,"children":4205,"markDefs":4210,"style":3077},"b12861f83d2f",[4206],{"_key":4207,"_type":433,"marks":4208,"text":4209},"cf24d2da5504",[],"How does customer support work during close cycles? ",[],{"_key":4212,"_type":429,"children":4213,"markDefs":4218,"style":454},"85e66ad9244f",[4214],{"_key":4215,"_type":433,"marks":4216,"text":4217},"362c28760808",[],"Month-end represents the worst time for software issues. Understand support availability and response times during critical periods.",[],{"_key":4220,"_type":429,"children":4221,"markDefs":4226,"style":3077},"b22fbc3ce096",[4222],{"_key":4223,"_type":433,"marks":4224,"text":4225},"606e104b1f20",[],"What does the upgrade roadmap look like? ",[],{"_key":4228,"_type":429,"children":4229,"markDefs":4234,"style":454},"5b1a047f60aa",[4230],{"_key":4231,"_type":433,"marks":4232,"text":4233},"2603b5d3852b",[],"Evaluate vendor investment in product development and alignment between roadmap and your strategic direction.",[],{"_key":4236,"_type":429,"children":4237,"markDefs":4242,"style":2613},"a98fac573dbf",[4238],{"_key":4239,"_type":433,"marks":4240,"text":4241},"d014e3c4edfb",[],"How Nominal Fits into the Landscape",[],{"_key":4244,"_type":429,"children":4245,"markDefs":4250,"style":454},"8217b5272805",[4246],{"_key":4247,"_type":433,"marks":4248,"text":4249},"0531eb510bbe",[],"Nominal is the Agentic Performance Management platform for finance. It deploys autonomous agents that own and execute complete accounting workflows rather than assisting humans with individual tasks.",[],{"_key":4252,"_type":429,"children":4253,"markDefs":4258,"style":454},"cca24bd3c280",[4254],{"_key":4255,"_type":433,"marks":4256,"text":4257},"cd3bb0f4d50c",[],"These agents perform reconciliations, handle multi-entity consolidations, and manage close processes autonomously. When an agent owns month-end close for an entity, it validates transactions, executes standard journal entries, reconciles accounts, and generates close documentation. Finance teams review final outputs and govern exceptions rather than executing every step manually.",[],{"_key":4260,"_type":429,"children":4261,"markDefs":4266,"style":454},"3a8691ebe1c2",[4262],{"_key":4263,"_type":433,"marks":4264,"text":4265},"0a452ffcf7ef",[],"The distinction matters:",[],{"_key":4268,"_type":429,"children":4269,"level":45,"listItem":484,"markDefs":4274,"style":454},"6254f0147b2c",[4270],{"_key":4271,"_type":433,"marks":4272,"text":4273},"7d49d9270a53",[],"AI assistants suggest transaction matches; Nominal agents perform the reconciliation.",[],{"_key":4276,"_type":429,"children":4277,"level":45,"listItem":484,"markDefs":4282,"style":454},"2c41c7cf35db",[4278],{"_key":4279,"_type":433,"marks":4280,"text":4281},"0482edcc2cb0",[],"Workflow tools route approvals; Nominal agents execute the underlying accounting work.",[],{"_key":4284,"_type":429,"children":4285,"markDefs":4290,"style":454},"cebe666ba6be",[4286],{"_key":4287,"_type":433,"marks":4288,"text":4289},"76d182063f92",[],"The result is finance operations that scale without proportional headcount increases.",[],{"_key":4292,"_type":429,"children":4293,"markDefs":4298,"style":454},"74867653f95d",[4294],{"_key":4295,"_type":433,"marks":4296,"text":4297},"801a950cc71a",[],"The platform functions as an ERP overlay, connecting with existing accounting systems without requiring migration. Implementation typically completes in weeks. As organizations add entities, currencies, or transaction volumes, agents scale automatically without additional configuration or capacity constraints.",[],{"_key":4300,"_type":429,"children":4301,"markDefs":4306,"style":454},"76fa2b603633",[4302],{"_key":4303,"_type":433,"marks":4304,"text":4305},"ef7751d560e4",[],"Organizations choose Nominal when finance capacity is their strategic bottleneck. When they're growing too fast to hire proportionally. When manual processes prevent real-time visibility. When they need autonomous execution, not better assistance.",[],{"_key":4308,"_type":429,"children":4309,"markDefs":4314,"style":2613},"aaada2b9ee57",[4310],{"_key":4311,"_type":433,"marks":4312,"text":4313},"661d5ceadd0a",[],"Making Your Decision",[],{"_key":4316,"_type":429,"children":4317,"markDefs":4322,"style":454},"5f09750b2e89",[4318],{"_key":4319,"_type":433,"marks":4320,"text":4321},"657c8f9dfc9e",[],"Start by documenting what actually breaks in your current close process. Where do errors occur? What takes longest? What creates audit findings? These specific problems should drive requirements rather than generic feature lists.",[],{"_key":4324,"_type":429,"children":4325,"markDefs":4330,"style":454},"07ca7f828333",[4326],{"_key":4327,"_type":433,"marks":4328,"text":4329},"3c03377e7a1a",[],"Involve the people who will use the system daily throughout evaluation. Their buy-in determines adoption success. Request references from organizations with similar entity structures and ERP environments. Test the platform with your actual data during evaluation.",[],{"_key":4332,"_type":429,"children":4333,"markDefs":4338,"style":454},"1a61047f88d7",[4334],{"_key":4335,"_type":433,"marks":4336,"text":4337},"b7add882feb6",[],"The right close automation software delivers measurable improvements in cycle time, error rates, and team capacity within the first quarters after implementation. Organizations that choose based on clear requirements and thorough evaluation achieve these results consistently.",[],{"_key":4340,"_type":429,"children":4341,"markDefs":4351,"style":454},"615c34c1178f",[4342,4347],{"_key":4343,"_type":433,"marks":4344,"text":4346},"e942f589b868",[4345],"f86df1a75279","Download the scorecard",{"_key":4348,"_type":433,"marks":4349,"text":4350},"cd1559fa1bb3",[]," to compare Agentic Performance Management platforms across the criteria that matter most, so you can make a confident, informed decision.",[4352],{"_key":4345,"_type":2628,"linkPageModule":12,"newTab":12,"page":6,"type":14,"url":4353},"https:\u002F\u002Fnominal.so\u002Fresources\u002Ffinance-performance-management-evaluation-scorecard\u002F?utm_medium=organic&utm_source=blog&utm_campaign=close-guide-hub&hsCtaAttrib=197403904874",[4355],{"_id":3006,"group":560,"slug":4356,"title":3009},{"_type":464,"current":3008},{"description":6,"image":6,"title":6},{"altText":6,"asset":4359,"bgColor":4361,"caption":6,"dimensions":4362,"lqip":4363,"originalFilename":4364},{"_ref":4360,"_type":41},"image-7f064619c5b5a980e5f01ae7faaefae5a17218d8-376x279-svg","#414541",{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAPABQDASIAAhEBAxEB\u002F8QAGAAAAgMAAAAAAAAAAAAAAAAAAAYDBQj\u002FxAAqEAABAwMCAgsBAAAAAAAAAAABAgMEAAURBgcTUQgSFBUhIjEyYYGhsf\u002FEABUBAQEAAAAAAAAAAAAAAAAAAAEA\u002F8QAFhEBAQEAAAAAAAAAAAAAAAAAAAER\u002F9oADAMBAAIRAxEAPwBn05ojvi6sBSpLL3BLqJJb8o8cYB50xTNk4M1pfbJiXnV+4raBz9+v7V9oi5OTtNw3o2UtAFHycHFMTMiY0onrBQPOiQYxxuVa7To3VsqzJtESSGAk8QlQzkcs0VP0ineJupclEYJQ3\u002FKKsL\u002F\u002F2Q==","choosing software.svg","0|12glt8:",{"createdAt":4367,"image":4368,"noindex":12,"title":2699,"updatedAt":4371},"2026-04-29T18:36:21Z",{"altText":6,"asset":4369,"bgColor":4361,"caption":6,"dimensions":4370,"lqip":4363,"originalFilename":4364},{"_ref":4360,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"2026-04-30T14:15:35Z","Not every close tool fits every stack. Use our decision guide to make the right choice for your team.",{"altText":6,"asset":4374,"bgColor":4361,"caption":6,"dimensions":4375,"lqip":4363,"originalFilename":4364},{"_ref":4360,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},{"_id":4377,"_type":458,"categories":4378,"content":4381,"formRef":6,"formats":4527,"globalSeo":4530,"headerImage":4531,"orderRank":4538,"seo":4539,"slug":2630,"text":4547,"thumbnailImage":4548,"title":2631},"acfca2f0-2780-4ca6-9210-6af5c3446ad5",[4379],{"_id":594,"group":462,"slug":4380,"title":597},{"_type":464,"current":596},[4382,4390,4398,4406,4414,4422,4430,4438,4446,4454,4462,4470,4478,4486,4501,4519],{"_key":4383,"_type":429,"children":4384,"markDefs":4389,"style":454},"dfff46f2dab3",[4385],{"_key":4386,"_type":433,"marks":4387,"text":4388},"91969dd8c45a",[],"Your close sets the pace for everything else.",[],{"_key":4391,"_type":429,"children":4392,"markDefs":4397,"style":454},"b7e77b2cc9ca",[4393],{"_key":4394,"_type":433,"marks":4395,"text":4396},"5c5c228b86a0",[],"If it’s slow, manual, or unpredictable, it drags down reporting, clouds decision-making, and burns out your team. But if it’s fast, automated, and accurate, finance becomes a driver of clarity and growth.",[],{"_key":4399,"_type":429,"children":4400,"markDefs":4405,"style":454},"dd497f366814",[4401],{"_key":4402,"_type":433,"marks":4403,"text":4404},"ee5ef6dba731",[],"This guide is designed to help you modernize every part of the month-end process in 2026. It covers everything from identifying roadblocks to implementing automation that actually works. Whether you’re stuck in spreadsheets or already streamlining with AI, you’ll find practical steps and proven examples for building a close process that scales.",[],{"_key":4407,"_type":429,"children":4408,"markDefs":4413,"style":2613},"3279eda30977",[4409],{"_key":4410,"_type":433,"marks":4411,"text":4412},"514cd01819af",[],"Take the 2 Minute Quiz",[],{"_key":4415,"_type":429,"children":4416,"markDefs":4421,"style":454},"21544318131d",[4417],{"_key":4418,"_type":433,"marks":4419,"text":4420},"f0ecc65c443c",[],"Not sure where to begin? Start by answering a few quick questions about how your current close process works.",[],{"_key":4423,"_type":429,"children":4424,"markDefs":4429,"style":454},"7b16f5f76d30",[4425],{"_key":4426,"_type":433,"marks":4427,"text":4428},"463793e6afac",[],"You’ll get:",[],{"_key":4431,"_type":429,"children":4432,"level":45,"listItem":484,"markDefs":4437,"style":454},"63a28f6496b2",[4433],{"_key":4434,"_type":433,"marks":4435,"text":4436},"e6f4444ffb2d",[],"A benchmark of where you stand today",[],{"_key":4439,"_type":429,"children":4440,"level":45,"listItem":484,"markDefs":4445,"style":454},"4c3112c17850",[4441],{"_key":4442,"_type":433,"marks":4443,"text":4444},"3f7f40e6ae0d",[],"A breakdown of what’s working and what’s holding you back",[],{"_key":4447,"_type":429,"children":4448,"level":45,"listItem":484,"markDefs":4453,"style":454},"9be268a2de9d",[4449],{"_key":4450,"_type":433,"marks":4451,"text":4452},"64f0fa5ad87f",[],"A personalized path through the guide based on your results",[],{"_key":4455,"_type":429,"children":4456,"markDefs":4461,"style":454},"fbcec18aa1e8",[4457],{"_key":4458,"_type":433,"marks":4459,"text":4460},"cc05c46dcbd7",[],"No long forms. No fluff. Just clear next steps.",[],{"_key":4463,"_type":429,"children":4464,"markDefs":4469,"style":2613},"9aadb31d2fd7",[4465],{"_key":4466,"_type":433,"marks":4467,"text":4468},"3e13c1693464",[],"What Happens Next?",[],{"_key":4471,"_type":429,"children":4472,"markDefs":4477,"style":454},"1529ef035c17",[4473],{"_key":4474,"_type":433,"marks":4475,"text":4476},"7e53a2ceb0ca",[],"After the quiz, you’ll be directed to the most relevant chapter of the guide. This could be focused on eliminating close delays, automating core workflows, or learning how to implement new tools without switching ERPs.",[],{"_key":4479,"_type":429,"children":4480,"markDefs":4485,"style":454},"cdd091681261",[4481],{"_key":4482,"_type":433,"marks":4483,"text":4484},"07e69b109dda",[],"You can also skip ahead to any chapter from the homepage.",[],{"_key":4487,"_type":429,"children":4488,"markDefs":4498,"style":454},"8510205042bd",[4489,4493],{"_key":4490,"_type":433,"marks":4491,"text":4492},"0097884e1cb5",[],"Ready to see how your close compares? ",{"_key":4494,"_type":433,"marks":4495,"text":4497},"22523d25dfa5",[3266,4496],"d26db46e8791","Start the Quiz",[4499],{"_key":4496,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":4500},"https:\u002F\u002Fnominalai.typeform.com\u002Fto\u002Fs6F22vSm",{"_key":4502,"_type":429,"children":4503,"markDefs":4516,"style":454},"744abbb86d93",[4504,4508,4512],{"_key":4505,"_type":433,"marks":4506,"text":4507},"31ad99f1a7d5",[],"See what automated closing looks like in action: ",{"_key":4509,"_type":433,"marks":4510,"text":3612},"bfac41a29166",[4511],"f25bb092b9a3",{"_key":4513,"_type":433,"marks":4514,"text":4515},"219841ee8776",[]," and explore how Nominal helps finance teams close faster, reduce errors, and scale without more headcount.",[4517],{"_key":4511,"_type":2628,"linkPageModule":12,"newTab":12,"page":4518,"type":23,"url":6},{"slug":21,"title":22},{"_key":4520,"_type":429,"children":4521,"markDefs":4526,"style":454},"ccaa44a834ed",[4522],{"_key":4523,"_type":433,"marks":4524,"text":4525},"2de9e7170c17",[],"Next: Manual processes don’t just slow your close. They cost you time, accuracy, and team morale. In Chapter 2, uncover the true impact of a broken month-end and how automation helps finance teams move faster with fewer errors.",[],[4528],{"_id":3006,"group":560,"slug":4529,"title":3009},{"_type":464,"current":3008},{"description":6,"image":6,"title":6},{"altText":6,"asset":4532,"bgColor":4534,"caption":6,"dimensions":4535,"lqip":4536,"originalFilename":4537},{"_ref":4533,"_type":41},"image-c6e92ff2df1bf25d22d7cc8964295306ca1fe55a-376x279-svg","#bce0d4",{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAPABQDASIAAhEBAxEB\u002F8QAFwABAQEBAAAAAAAAAAAAAAAABQADB\u002F\u002FEACMQAAIBAwMEAwAAAAAAAAAAAAECAwAEEQUTIRIVMVEGM5L\u002FxAAXAQADAQAAAAAAAAAAAAAAAAAAAQME\u002F8QAHhEAAgEDBQAAAAAAAAAAAAAAAAERAwSREiExUXH\u002F2gAMAwEAAhEDEQA\u002FAO2MsY13tGlTJHPt7rxsp5X3mlbjQLiEL20xxlvs6uc0ojIjrPHbI8pXp3OAceq2F5MfMA\u002FVOTArCk1O+ePOgY\u002FH7MY34g0mMsQfJqpKe4Uvlx0sRyKqCbtKKcaVg\u002F\u002FZ","close maturity quiz.svg","0|14x76p:",{"createdAt":4540,"image":4541,"noindex":12,"title":2631,"updatedAt":4546},"2026-04-29T17:56:41Z",{"altText":6,"asset":4542,"bgColor":4534,"caption":6,"dimensions":4544,"lqip":4545,"originalFilename":4537},{"_ref":4543,"_type":41},"image-240d3353465771070aa59121fb51dd5a9abcf3fe-376x279-svg",{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAPABQDASIAAhEBAxEB\u002F8QAFwABAQEBAAAAAAAAAAAAAAAABQAEB\u002F\u002FEACUQAAEDAwQABwAAAAAAAAAAAAECAwQAESEFBhITFSIxM1Fxcv\u002FEABcBAAMBAAAAAAAAAAAAAAAAAAABAwT\u002FxAAeEQACAQMFAAAAAAAAAAAAAAAAAQMEEZESMUFRcf\u002FaAAwDAQACEQMRAD8A7S6thG4E6Lpj6GpJb7FNKScj7piRoEhkJ8NLbZV7nLN6RQy2ZCZbcRlb4TxDpwq3xWkSZVssIv8AuncwKgia5zt50DHb8MW72gpy11EH1NVJyH09nnwq2QKqCbpIU7aVg\u002F\u002FZ","2026-04-30T14:15:27Z","Take a 2-minute quiz to benchmark your current process and see how to improve in 2026",{"altText":6,"asset":4549,"bgColor":4534,"caption":6,"dimensions":4550,"lqip":4536,"originalFilename":4537},{"_ref":4533,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},{"_id":4552,"_type":458,"categories":4553,"content":4556,"formRef":6,"formats":4866,"globalSeo":4869,"headerImage":4870,"orderRank":4877,"seo":4878,"slug":2647,"text":4884,"thumbnailImage":4885,"title":2648},"c123db5c-a5a5-4057-b49f-dbf588971d29",[4554],{"_id":594,"group":462,"slug":4555,"title":597},{"_type":464,"current":596},[4557,4565,4573,4581,4589,4597,4605,4613,4621,4629,4637,4656,4664,4678,4686,4694,4702,4710,4718,4726,4734,4742,4750,4758,4766,4774,4782,4790,4804,4812,4820,4828,4836,4844,4858],{"_key":4558,"_type":429,"children":4559,"markDefs":4564,"style":454},"05cc079a4dc4",[4560],{"_key":4561,"_type":433,"marks":4562,"text":4563},"765d6aec607d",[],"Let’s be honest: the hidden cost of a broken close doesn’t always show up on a spreadsheet. It hides in the late nights, the endless spreadsheets, the stress that never seems to end. When month-end depends on delayed reports, manual reconciliations, and systems that don’t talk to each other, the problem isn’t just lost hours. It’s more risk, more pressure, and less time for the kind of work that actually moves the business forward.",[],{"_key":4566,"_type":429,"children":4567,"markDefs":4572,"style":454},"842b34b0de40",[4568],{"_key":4569,"_type":433,"marks":4570,"text":4571},"c5d4dd2a10ee",[],"Here’s the good news: it doesn’t have to stay that way. AI and automation can step in like the ultimate problem-solvers. They streamline consolidation, automate reconciliations, and give real-time visibility, taking the weight off everyone’s shoulders. The result isn’t just a faster close; it’s a smarter, more accurate one and it frees up space for the work that really matters.",[],{"_key":4574,"_type":429,"children":4575,"markDefs":4580,"style":2613},"1571c426252d",[4576],{"_key":4577,"_type":433,"marks":4578,"text":4579},"ee9ee8a7c5fa",[],"What “Broken Close” Really Means",[],{"_key":4582,"_type":429,"children":4583,"markDefs":4588,"style":454},"d62200434cbb",[4584],{"_key":4585,"_type":433,"marks":4586,"text":4587},"1c4ceaed2e89",[],"Month-end close can feel like running on a treadmill that never stops. It is exhausting, repetitive, and painfully slow. Many finance teams do not realize how broken their processes have become until deadlines slip, auditors start raising concerns, or leadership loses patience with late reports. A broken close is not just a spreadsheet error. It is a sign of a system weighed down by fragmented workflows, delayed reporting, and endless manual reconciliations. These issues create overtime, stress employees, and drain opportunities because outdated tools keep everyone stuck.",[],{"_key":4590,"_type":429,"children":4591,"markDefs":4596,"style":454},"6ecf80e9eef0",[4592],{"_key":4593,"_type":433,"marks":4594,"text":4595},"d07d04d83903",[],"However, recognizing the hidden costs of a broken month-end close, including time, risk, and missed opportunities, can bring instant clarity. From that point, automation and AI can lift much of the repetitive, time-consuming work so teams can redirect their energy to strategy and higher-value contributions.",[],{"_key":4598,"_type":429,"children":4599,"markDefs":4604,"style":2613},"57735cb34158",[4600],{"_key":4601,"_type":433,"marks":4602,"text":4603},"217334de6836",[],"The Time Cost: How Broken Processes Drag Out the Close",[],{"_key":4606,"_type":429,"children":4607,"markDefs":4612,"style":454},"474d90d1a88d",[4608],{"_key":4609,"_type":433,"marks":4610,"text":4611},"5921d38cd0eb",[],"Closing the books resembles conducting an orchestra across time zones, entities, and accounting standards. Every element must be in place and coordinated for the process to run smoothly.",[],{"_key":4614,"_type":429,"children":4615,"markDefs":4620,"style":454},"1dc62ab38fe5",[4616],{"_key":4617,"_type":433,"marks":4618,"text":4619},"f46db18c9f4d",[],"For many mid-market and multi-entity organizations, the average close stretches from six to ten days, sometimes extending to two weeks or longer when manual processes dominate. The main time drains include:",[],{"_key":4622,"_type":429,"children":4623,"level":45,"listItem":484,"markDefs":4628,"style":454},"50b983277603",[4624],{"_key":4625,"_type":433,"marks":4626,"text":4627},"e98135819b1c",[],"Reconciliations: Matching transactions between bank statements, intercompany ledgers, and ERP outputs.",[],{"_key":4630,"_type":429,"children":4631,"level":45,"listItem":484,"markDefs":4636,"style":454},"3b4bc36521a4",[4632],{"_key":4633,"_type":433,"marks":4634,"text":4635},"5f7ef412c18d",[],"Data gathering: Pulling trial balances and subledger details from multiple systems.",[],{"_key":4638,"_type":429,"children":4639,"level":45,"listItem":484,"markDefs":4653,"style":454},"af44a3c418f6",[4640,4644,4649],{"_key":4641,"_type":433,"marks":4642,"text":4643},"1f7a96b4f34a",[],"Error correction: Investigating discrepancies, reposting entries, and validating ",{"_key":4645,"_type":433,"marks":4646,"text":4648},"60ffd56bfa3c",[4647],"8faca58cb6b8","intercompany eliminations",{"_key":4650,"_type":433,"marks":4651,"text":4652},"7821f5b6de01",[],".",[4654],{"_key":4647,"_type":2628,"linkPageModule":12,"newTab":12,"page":6,"type":14,"url":4655},"https:\u002F\u002Fwww.nominal.so\u002Fblog\u002Fintercompany-eliminations?__hstc=753710.3710cbe0e4aede935b83de9c18eb258f.1777485799801.1777485799801.1777485799801.1&__hssc=753710.1.1777485799802&__hsfp=ae3f0c1773956dc2d264706c578d932d",{"_key":4657,"_type":429,"children":4658,"level":45,"listItem":484,"markDefs":4663,"style":454},"a1ae46ff0c80",[4659],{"_key":4660,"_type":433,"marks":4661,"text":4662},"e0e68edb923c",[],"Version control: Maintaining multiple spreadsheets and email chains to manage approvals.",[],{"_key":4665,"_type":2824,"data":4666,"image":4676,"markDefs":6,"type":2836},"6c943d7796f0",{"altText":6,"asset":4667,"bgColor":4669,"caption":6,"dimensions":4670,"lqip":4674,"originalFilename":4675},{"_ref":4668,"_type":41},"image-9a127fe4bc92e1fea3a0b1f5f72897527975c84f-1280x3603-webp","#bcc3d2",{"_type":44,"aspectRatio":4671,"height":4672,"width":4673},0.35525950596724953,3603,1280,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAA4ABQDASIAAhEBAxEB\u002F8QAHAAAAgICAwAAAAAAAAAAAAAAAAcCAwYIAQQF\u002F8QAJhAAAgEEAAYDAAMAAAAAAAAAAQIDAAQFEQYHEiExQRMjUQgykf\u002FEABoBAAEFAQAAAAAAAAAAAAAAAAEAAgMFBgf\u002FxAAkEQABAwMDBAMAAAAAAAAAAAAAAQIRAxIhBBNRBQYUMjGBof\u002FaAAwDAQACEQMRAD8AVGOt4ribolZkH6BuvakwEbxl4ZHIHgBPNOew5CQwzMxyzkL53HVp5cX1jxPZW0MYuMK6\u002FdcDQIb8roFbuDStyx8\u002FRS0unvd7pAgHxNwra0f8oraG85T2M8xeKeSJdf1I3RSb3FplSZ\u002FCRemwvyMdFZpJCW1r0DUhEBEo6j0k9qiqsZnJYaHr9qSiP4x3OifZ8VgpLaC4gr2PeiuNa0AdiiiA6V3cmCRQsBkJ9j1RHdxuen4\u002FdJfEc7ZM3FJPacPsyx9iTLqr4OaOQmSaW34akkEXdys3ip10motvtwBlSnNqrkdgPYa7UVr038kLeNijYKTqU6P20U3YfwKUFFw3k7rCWM1slqX+Rtlt6rJsBx5fYYzAYuOdJxp1c+qKK1i5p7S+pWI+HXxkwPM2kuQydxdQ2i26SsWEa+FoooqLaZwHyHcIf\u002F\u002FZ","Infographic---The-Hidden-Cost-of-a-Broken-Close.webp",{"_type":2836,"asset":4677},{"_ref":4668,"_type":41},{"_key":4679,"_type":429,"children":4680,"markDefs":4685,"style":454},"b3d18e48a696",[4681],{"_key":4682,"_type":433,"marks":4683,"text":4684},"eda5f55dff85",[],"On paper, these steps appear routine. In reality, they accumulate into days of lost productivity, leaving teams exhausted before the next cycle even begins. Highly skilled finance professionals often spend evenings wrestling with spreadsheets rather than focusing on analysis or scenario planning.",[],{"_key":4687,"_type":429,"children":4688,"markDefs":4693,"style":2613},"b915b0494e8f",[4689],{"_key":4690,"_type":433,"marks":4691,"text":4692},"273f9c92f63e",[],"The Risk Cost: Errors, Compliance, and Audit Headaches",[],{"_key":4695,"_type":429,"children":4696,"markDefs":4701,"style":454},"33c14b7d4940",[4697],{"_key":4698,"_type":433,"marks":4699,"text":4700},"0afd5a9c9cab",[],"Every additional spreadsheet or manual reconciliation increases the risk of error, which in turn raises exposure. Errors create extra work, compliance concerns, and reputational risk.",[],{"_key":4703,"_type":429,"children":4704,"markDefs":4709,"style":454},"cf864bde1e16",[4705],{"_key":4706,"_type":433,"marks":4707,"text":4708},"b08b73e24e7e",[],"Key Risk Categories:",[],{"_key":4711,"_type":429,"children":4712,"level":45,"listItem":484,"markDefs":4717,"style":454},"338bab091fc3",[4713],{"_key":4714,"_type":433,"marks":4715,"text":4716},"481f67dc43e3",[],"Audit errors: Missing documentation, inconsistent reconciliations, or late adjustments trigger red flags.",[],{"_key":4719,"_type":429,"children":4720,"level":45,"listItem":484,"markDefs":4725,"style":454},"e51550361b09",[4721],{"_key":4722,"_type":433,"marks":4723,"text":4724},"28b2f61d9a76",[],"Internal control weaknesses: Without centralized task tracking, approvals may be skipped or delayed.",[],{"_key":4727,"_type":429,"children":4728,"level":45,"listItem":484,"markDefs":4733,"style":454},"12b48c8033b6",[4729],{"_key":4730,"_type":433,"marks":4731,"text":4732},"acfd3aba1f7c",[],"Regulatory penalties: Inaccurate statements or late filings can result in fines, restatements, or reputational harm.",[],{"_key":4735,"_type":429,"children":4736,"markDefs":4741,"style":454},"c758335998a9",[4737],{"_key":4738,"_type":433,"marks":4739,"text":4740},"d80f4077afc9",[],"Even the most capable teams can miss something during a manual close. One small slip can turn into a major headache, especially in a fast-growing organization. When audits uncover discrepancies, teams end up scrambling to rebuild documentation, focus disappears, and stress skyrockets.",[],{"_key":4743,"_type":429,"children":4744,"markDefs":4749,"style":454},"46d42c5b7da5",[4745],{"_key":4746,"_type":433,"marks":4747,"text":4748},"b628f5ef8d4f",[],"There is a better way. With automation, task tracking happens automatically, audit trails are built in, real-time dashboards keep everyone informed, and AI-driven reconciliations handle the heavy lifting. Instead of bracing for last-minute emergencies, finance leaders walk into audits calm and prepared, backed by accurate data and clear documentation.",[],{"_key":4751,"_type":429,"children":4752,"markDefs":4757,"style":2613},"e107be829923",[4753],{"_key":4754,"_type":433,"marks":4755,"text":4756},"d2d8e82c6506",[],"The Opportunity Cost: What Finance Could Be Doing Instead",[],{"_key":4759,"_type":429,"children":4760,"markDefs":4765,"style":454},"3b66bd4635ef",[4761],{"_key":4762,"_type":433,"marks":4763,"text":4764},"4e26a5c1a741",[],"A broken close wastes time and increases risk, but it also blocks teams from creating real value. Every hour devoted to low-value tasks is an hour not spent on forecasting, scenario planning, or partnering with leadership on growth initiatives.",[],{"_key":4767,"_type":429,"children":4768,"markDefs":4773,"style":454},"96e50fcc409b",[4769],{"_key":4770,"_type":433,"marks":4771,"text":4772},"c15a405db97c",[],"Automation of the month-end close gives finance teams the breathing room they have been craving. It opens the door to real analysis and strategic work instead of endless number crunching. ",[],{"_key":4775,"_type":429,"children":4776,"markDefs":4781,"style":454},"e053d1d212a0",[4777],{"_key":4778,"_type":433,"marks":4779,"text":4780},"610a933d58d6",[],"CFOs can model investment scenarios. Controllers gain the time to build rolling forecasts. Accounting teams can focus on strengthening controls rather than constantly putting out fires. The shift is powerful. Finance stops being seen as a back-office function and starts being recognized as a true partner driving insights and business decisions.",[],{"_key":4783,"_type":429,"children":4784,"markDefs":4789,"style":454},"b334a88887ae",[4785],{"_key":4786,"_type":433,"marks":4787,"text":4788},"f330cf532206",[],"AI-powered workflows do more than speed things up. They reduce errors, accelerate close cycles, and transform raw numbers into meaningful insights that leadership can act on with confidence.",[],{"_key":4791,"_type":2824,"data":4792,"image":4802,"markDefs":6,"type":2836},"2ab85d481011",{"altText":6,"asset":4793,"bgColor":4795,"caption":6,"dimensions":4796,"lqip":4800,"originalFilename":4801},{"_ref":4794,"_type":41},"image-202b063e0e104bde086edf12447f6289021dc78f-1106x1737-webp","#adb5ca",{"_type":44,"aspectRatio":4797,"height":4798,"width":4799},0.6367299942429476,1737,1106,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAfABQDASIAAhEBAxEB\u002F8QAGwAAAgIDAQAAAAAAAAAAAAAAAAEEBQIDBgj\u002FxAAqEAABAwIDBQkAAAAAAAAAAAABAAIDBREEEiEGFiIxYxMjMkFRcnOi0f\u002FEABgBAAIDAAAAAAAAAAAAAAAAAAEDAAIE\u002F8QAIREAAgEDAwUAAAAAAAAAAAAAAAECAxKRERRRMTJCUvD\u002F2gAMAwEAAhEDEQA\u002FAPSFRquHimMZkka9uhytJUVlWhLr9tNb2FW0pYIzmbrfnZaxJEWtsz6rRFwS7fsC2nySMJio8RA2SMktPqLISBFuEWCEtxRbUcnhcLeawzHKOGypHbZUdzTlnfr0nfiW9dKdbv36dNybtay8HgF8X0Z0bRcckKi3vpDdDO+\u002FxuQhtq\u002Fo8Evjyf\u002FZ","Infographic---Broken-Close-vs.-Modern-Close.webp",{"_type":2836,"asset":4803},{"_ref":4794,"_type":41},{"_key":4805,"_type":429,"children":4806,"markDefs":4811,"style":2613},"9a25e807761a",[4807],{"_key":4808,"_type":433,"marks":4809,"text":4810},"6e0f5adaba6e",[],"How to Recognize a Broken Close",[],{"_key":4813,"_type":429,"children":4814,"markDefs":4819,"style":454},"a08697dc279e",[4815],{"_key":4816,"_type":433,"marks":4817,"text":4818},"e5587b8afc6f",[],"There are a few clear signs that a month-end close is broken, and they are hard to ignore once you see them. When a finance team is relying on dozens of spreadsheets just to reconcile accounts and manage task lists, the process is already too fragile. When consolidated financials take more than a week after month-end to finalize, leadership is left waiting on outdated numbers to make critical decisions. ",[],{"_key":4821,"_type":429,"children":4822,"markDefs":4827,"style":454},"f5a7f720fd21",[4823],{"_key":4824,"_type":433,"marks":4825,"text":4826},"dbe2d4ea48f4",[],"And when auditors are constantly flagging inconsistencies or requesting extra documentation, stress levels rise, overtime piles up, and confidence in the process starts to crumble. Perhaps the most telling sign of all is when the team spends more time gathering and checking data than actually analyzing it. That is not what high-performing finance teams should be doing.",[],{"_key":4829,"_type":429,"children":4830,"markDefs":4835,"style":454},"1714d43f027a",[4831],{"_key":4832,"_type":433,"marks":4833,"text":4834},"4b0731f56d4d",[],"Here is the thing: none of these problems are permanent. They are not a reflection of a team’s talent or work ethic. They are a reflection of outdated systems. Finance leaders who embrace modern close-automation tools quickly see the difference. Processes speed up, accuracy improves, and team morale lifts. People finally have time to think, plan, and contribute strategically instead of drowning in repetitive tasks. That is the real power of change.",[],{"_key":4837,"_type":429,"children":4838,"markDefs":4843,"style":454},"2b4d61d83000",[4839],{"_key":4840,"_type":433,"marks":4841,"text":4842},"28683c11e19f",[],"The cost of a broken close isn’t just measured in hours lost. It shows up in missed insights, audit stress, and delayed decisions. But none of it is permanent. With the right systems in place, finance teams can move from firefighting to forward-looking and from manual tasks to meaningful impact. Nominal helps finance teams consolidate faster, reconcile automatically, and report with confidence. All without switching ERPs or adding headcount.",[],{"_key":4845,"_type":429,"children":4846,"markDefs":4855,"style":454},"c00331dd86ec",[4847,4851],{"_key":4848,"_type":433,"marks":4849,"text":3612},"49af6dee09da",[4850],"f6d6837bf389",{"_key":4852,"_type":433,"marks":4853,"text":4854},"35f5a5c8c4e7",[]," to see how Nominal transforms the month-end process.",[4856],{"_key":4850,"_type":2628,"linkPageModule":12,"newTab":12,"page":4857,"type":23,"url":6},{"slug":21,"title":22},{"_key":4859,"_type":429,"children":4860,"markDefs":4865,"style":454},"df3304015571",[4861],{"_key":4862,"_type":433,"marks":4863,"text":4864},"6d689dd89d0d",[],"Next: To see what a streamlined, automated close actually looks like, continue to the Chapter 3 of the guide. We’ll walk through each step of a modern close and how high-performing teams are building it today",[],[4867],{"_id":3006,"group":560,"slug":4868,"title":3009},{"_type":464,"current":3008},{"description":6,"image":6,"title":6},{"altText":6,"asset":4871,"bgColor":4873,"caption":6,"dimensions":4874,"lqip":4875,"originalFilename":4876},{"_ref":4872,"_type":41},"image-a3543cb78fe69db02ac0e92d52833b9dc3dd51e2-376x279-svg","#96a4ec",{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAPABQDASIAAhEBAxEB\u002F8QAFwAAAwEAAAAAAAAAAAAAAAAAAAUHCP\u002FEACMQAAEEAgEFAAMAAAAAAAAAAAECAwQRAAUHBhITITEIQWH\u002FxAAWAQEBAQAAAAAAAAAAAAAAAAADAgX\u002FxAAbEQACAwADAAAAAAAAAAAAAAABAgADEQQxcf\u002FaAAwDAQACEQMRAD8AV9Ocas715tiPqojcpbRd8SpKjSbr6BWPZP47zZyQhIia6vfeh0ud38rKRw075OP9TLgRm2SptSffsgX8s5Qo7s1SwlxaR+7rGa07mDPJIEyfs+CXNdMXGe3AK0\u002FSG\u002FWGXLrJ0J3zwUbNCzWGa9XFpZAxHcBnYHJ\u002F\u002F9k=","broken close.svg","0|19udxn:",{"createdAt":4879,"image":4880,"noindex":12,"title":2648,"updatedAt":4883},"2026-04-29T18:05:50Z",{"altText":6,"asset":4881,"bgColor":4873,"caption":6,"dimensions":4882,"lqip":4875,"originalFilename":4876},{"_ref":4872,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"2026-04-30T14:15:17Z","Explore the hidden time, financial, and audit risks of manual month-end processes — and why they’re still so common.",{"altText":6,"asset":4886,"bgColor":4873,"caption":6,"dimensions":4887,"lqip":4875,"originalFilename":4876},{"_ref":4872,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},{"_id":4889,"_type":458,"categories":4890,"content":4893,"formRef":6,"formats":5420,"globalSeo":5423,"headerImage":5424,"orderRank":5430,"seo":5431,"slug":2681,"text":5437,"thumbnailImage":5438,"title":2682},"b06af963-43b5-42d0-91c4-964ac0e51398",[4891],{"_id":594,"group":462,"slug":4892,"title":597},{"_type":464,"current":596},[4894,4902,4910,4918,4926,4940,4948,4956,4964,4972,4980,4988,4996,5004,5012,5020,5028,5036,5044,5052,5060,5068,5076,5084,5092,5100,5108,5116,5124,5132,5140,5148,5156,5164,5172,5180,5188,5202,5210,5218,5226,5234,5242,5250,5258,5266,5274,5282,5290,5298,5306,5314,5322,5330,5338,5346,5354,5362,5370,5378,5386,5394,5412],{"_key":4895,"_type":429,"children":4896,"markDefs":4901,"style":454},"01ab81cbcbd9",[4897],{"_key":4898,"_type":433,"marks":4899,"text":4900},"18d70c22096d",[],"Most finance teams spend the bulk of their close cycle on repetitive, predictable tasks. Matching transactions across systems. Converting currencies between entities. Tracking task completion through spreadsheets. Writing variance explanations from scratch. These activities consume days of effort each month while introducing errors and delaying strategic work.",[],{"_key":4903,"_type":429,"children":4904,"markDefs":4909,"style":454},"35dce1132f2f",[4905],{"_key":4906,"_type":433,"marks":4907,"text":4908},"4962c35f8376",[],"The solution isn't replacing human judgment with technology. It's eliminating the manual work that prevents finance professionals from applying their expertise where it matters most. Automation handles the predictable matching, calculating, and tracking tasks that consume hours of time. Finance teams redirect that capacity toward analysis, insight generation, and strategic support that actually drives business decisions.",[],{"_key":4911,"_type":429,"children":4912,"markDefs":4917,"style":2613},"b6c835ba0ec9",[4913],{"_key":4914,"_type":433,"marks":4915,"text":4916},"13dfca54d3b4",[],"The Automation Stack: Core Areas of Opportunity",[],{"_key":4919,"_type":429,"children":4920,"markDefs":4925,"style":454},"39a97428c67d",[4921],{"_key":4922,"_type":433,"marks":4923,"text":4924},"9508e1ed03ce",[],"Modern close automation targets four critical areas where manual processes create bottlenecks, introduce errors, and consume disproportionate amounts of time.",[],{"_key":4927,"_type":2824,"data":4928,"image":4938,"markDefs":6,"type":2836},"5e9f5162239d",{"altText":6,"asset":4929,"bgColor":4931,"caption":6,"dimensions":4932,"lqip":4936,"originalFilename":4937},{"_ref":4930,"_type":41},"image-c1594f15c179e277bcf2a0e97db435995f2eb7aa-800x1079-webp","#8f83ee",{"_type":44,"aspectRatio":4933,"height":4934,"width":4935},0.7414272474513438,1079,800,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAbABQDASIAAhEBAxEB\u002F8QAGQAAAgMBAAAAAAAAAAAAAAAAAAcDBAYF\u002F8QAJRAAAgEDBAICAwEAAAAAAAAAAQIDAAQFBhESIRMxFGEVQVFx\u002F8QAGAEBAAMBAAAAAAAAAAAAAAAABQEDBgf\u002FxAAfEQACAgIBBQAAAAAAAAAAAAABAgADEVEEBRQhQXH\u002F2gAMAwEAAhEDEQA\u002FAFxbWKR4UKxYMx5HZd+q58mPguWJWQ9AkhE9U5tK6Uvcjh\u002FNY+BUkUxNzI3IqXB6Cvofli1S2DEtC+7Dsfuunt1WqstlvIO4MlLYB3EA1tsxA7Aorc6kwH47M3FrIoDRnYhT1RSqclXUMPcqKkHEZekMZkjjHks4ZZElBT2dh9j7q7h8Plbb5PGGdy28bcmPR\u002Fv+1FiMpe2dosVtcvHGDuFWrtrm8kgfhdyDdtz67NZO03FmxjB+xccYbmAzWOmiyUyTq\u002FkB75Hc0VpMg7XN3JLOecjHtj7NFJJewUAyO0G5\u002F9k=","automation-stack.webp",{"_type":2836,"asset":4939},{"_ref":4930,"_type":41},{"_key":4941,"_type":429,"children":4942,"markDefs":4947,"style":3077},"2d42c3ba3920",[4943],{"_key":4944,"_type":433,"marks":4945,"text":4946},"482cdd8f9cfe",[],"Reconciliations",[],{"_key":4949,"_type":429,"children":4950,"markDefs":4955,"style":454},"6f6e06fbe699",[4951],{"_key":4952,"_type":433,"marks":4953,"text":4954},"0d9412e299fd",[],"Account reconciliations traditionally require accountants to manually match transactions across subledgers, bank feeds, and intercompany accounts. The process involves comparing line items between different systems, identifying matches, and investigating discrepancies. For organizations with multiple entities and high transaction volumes, reconciliation can consume days of manual effort each month.",[],{"_key":4957,"_type":429,"children":4958,"markDefs":4963,"style":454},"92841cf4e44b",[4959],{"_key":4960,"_type":433,"marks":4961,"text":4962},"e8f0292099fd",[],"Automated reconciliation engines handle this matching work using AI-powered pattern recognition. The system learns from historical data to understand how transactions typically match across different sources. Bank statement entries automatically reconcile against general ledger records. Intercompany transactions identify their counterparts across entities. System-generated entries match between platforms without manual intervention.",[],{"_key":4965,"_type":429,"children":4966,"markDefs":4971,"style":454},"928486079204",[4967],{"_key":4968,"_type":433,"marks":4969,"text":4970},"74fb850f9c82",[],"The technology flags exceptions for human review rather than processing every transaction manually. Finance teams focus their expertise on genuine discrepancies that require investigation and judgment. A reconciliation process that previously took three days now completes in hours, with higher accuracy than manual methods ever achieved.",[],{"_key":4973,"_type":429,"children":4974,"markDefs":4979,"style":3077},"d5d2d2ef6751",[4975],{"_key":4976,"_type":433,"marks":4977,"text":4978},"ce70b90931a5",[],"Intercompany Eliminations",[],{"_key":4981,"_type":429,"children":4982,"markDefs":4987,"style":454},"a9592602e28a",[4983],{"_key":4984,"_type":433,"marks":4985,"text":4986},"ba7932d9a601",[],"Multi-entity organizations face complex consolidation requirements. Intercompany transactions must be identified and eliminated from consolidated results. Currency conversions need to apply appropriate exchange rates. Ownership structures require accurate representation in group reporting.",[],{"_key":4989,"_type":429,"children":4990,"markDefs":4995,"style":454},"420bb1d7f103",[4991],{"_key":4992,"_type":433,"marks":4993,"text":4994},"6634e792ece9",[],"Manual intercompany elimination typically involves maintaining separate spreadsheets to track transactions between entities, manually identifying matches, applying currency conversions, and generating elimination entries. The process is time-consuming, error-prone, and difficult to audit.",[],{"_key":4997,"_type":429,"children":4998,"markDefs":5003,"style":454},"484570da475c",[4999],{"_key":5000,"_type":433,"marks":5001,"text":5002},"bdd09493d55d",[],"Automated platforms handle this workflow systematically. The system identifies intercompany transactions based on configurable matching rules. Currency conversions happen automatically using real-time exchange rates appropriate for transaction types. Elimination entries generate based on predefined logic that reflects accounting standards and company policies.",[],{"_key":5005,"_type":429,"children":5006,"markDefs":5011,"style":454},"8d21aac43401",[5007],{"_key":5008,"_type":433,"marks":5009,"text":5010},"19dbac7edf26",[],"Consolidated views update continuously as individual entities complete their work. Finance teams see preliminary consolidated results throughout the close rather than waiting until all entities finish to begin consolidation. This parallel processing eliminates traditional sequential bottlenecks and provides earlier visibility into group performance.",[],{"_key":5013,"_type":429,"children":5014,"markDefs":5019,"style":3077},"47b29b7ebbb1",[5015],{"_key":5016,"_type":433,"marks":5017,"text":5018},"ef7d18e31325",[],"Variance Analysis",[],{"_key":5021,"_type":429,"children":5022,"markDefs":5027,"style":454},"2b4d524de6f0",[5023],{"_key":5024,"_type":433,"marks":5025,"text":5026},"1536e99b508c",[],"Financial results require explanatory commentary for stakeholders. Controllers and FP&A teams must analyze variances between periods, identify drivers of change, and prepare narrative explanations for leadership, investors, and board members.",[],{"_key":5029,"_type":429,"children":5030,"markDefs":5035,"style":454},"9b75bd58d4a0",[5031],{"_key":5032,"_type":433,"marks":5033,"text":5034},"4f95d34ca673",[],"Traditional variance analysis starts with a blank page. Finance professionals export data from multiple systems, calculate variances manually, investigate significant fluctuations, and write commentary from scratch. The process is time-consuming and easy to delay when close cycles run long.",[],{"_key":5037,"_type":429,"children":5038,"markDefs":5043,"style":454},"54c68f51e16b",[5039],{"_key":5040,"_type":433,"marks":5041,"text":5042},"b0a6e22906da",[],"AI-powered variance analysis automates the identification and initial explanation of significant changes. The system compares current results against prior periods and budgets, flags variances exceeding defined thresholds, and generates draft commentary explaining the movements.",[],{"_key":5045,"_type":429,"children":5046,"markDefs":5051,"style":454},"6b5dcc341fba",[5047],{"_key":5048,"_type":433,"marks":5049,"text":5050},"1a9f3c922a2c",[],"Rather than starting from nothing, finance teams review and refine AI-generated narratives. The technology handles the mechanical work of calculating variances and drafting basic explanations. Finance professionals apply their business knowledge to enhance and contextualize the commentary with strategic insights.",[],{"_key":5053,"_type":429,"children":5054,"markDefs":5059,"style":454},"9f854f60198f",[5055],{"_key":5056,"_type":433,"marks":5057,"text":5058},"604d878a5d83",[],"This guided approach accelerates reporting while ensuring comprehensive coverage. Controllers spend their time adding value through strategic interpretation rather than performing manual calculations and writing boilerplate explanations.",[],{"_key":5061,"_type":429,"children":5062,"markDefs":5067,"style":3077},"a0e739bd786f",[5063],{"_key":5064,"_type":433,"marks":5065,"text":5066},"8c0b325774b5",[],"Task and Workflow Management",[],{"_key":5069,"_type":429,"children":5070,"markDefs":5075,"style":454},"fd294b423769",[5071],{"_key":5072,"_type":433,"marks":5073,"text":5074},"dfc15d9c7724",[],"Month-end close involves dozens of interdependent tasks across multiple team members and entities. Reconciliations must complete before consolidation begins. Journal entries need approval before reports finalize. 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Teams coordinate efficiently without constant status meetings and email exchanges.",[],{"_key":5211,"_type":429,"children":5212,"markDefs":5217,"style":2613},"fce694f0638d",[5213],{"_key":5214,"_type":433,"marks":5215,"text":5216},"71e45003f323",[],"Built for Finance, Not Just IT",[],{"_key":5219,"_type":429,"children":5220,"markDefs":5225,"style":454},"c41d215b7df5",[5221],{"_key":5222,"_type":433,"marks":5223,"text":5224},"9ed24e2d2e53",[],"Close automation platforms integrate directly with existing accounting infrastructure without requiring ERP replacement or major system overhauls. Whether your organization uses NetSuite, Sage, QuickBooks, Microsoft Dynamics, or other accounting systems, modern platforms connect through standard APIs to read data, process it, and write results back.",[],{"_key":5227,"_type":429,"children":5228,"markDefs":5233,"style":454},"80ec09fc9670",[5229],{"_key":5230,"_type":433,"marks":5231,"text":5232},"52a7c737418e",[],"This integration approach preserves existing technology investments while adding automation capabilities. Finance teams continue using familiar systems for day-to-day accounting while leveraging the platform for close-specific workflows like consolidation, reconciliation, and reporting.",[],{"_key":5235,"_type":429,"children":5236,"markDefs":5241,"style":454},"612804f4a1f1",[5237],{"_key":5238,"_type":433,"marks":5239,"text":5240},"2d47ad92e9d1",[],"The platforms are designed for finance team usability rather than IT configuration. Controllers and senior accountants can define matching rules, set up workflows, and configure reporting without writing code or submitting IT tickets. The learning curve is measured in days rather than months, and implementation typically completes in weeks rather than quarters.",[],{"_key":5243,"_type":429,"children":5244,"markDefs":5249,"style":2613},"45e5f9d5d340",[5245],{"_key":5246,"_type":433,"marks":5247,"text":5248},"47ff5439f077",[],"Real-World Automation in Action",[],{"_key":5251,"_type":429,"children":5252,"markDefs":5257,"style":454},"ee9d3b8e08fd",[5253],{"_key":5254,"_type":433,"marks":5255,"text":5256},"d0e7fb62de17",[],"Modern close platforms respond to natural language queries and commands that finance teams use daily. These AI-powered interactions replace the manual searching and spreadsheet manipulation that traditionally consume significant time.",[],{"_key":5259,"_type":429,"children":5260,"markDefs":5265,"style":454},"fac61c0a72c1",[5261],{"_key":5262,"_type":433,"marks":5263,"text":5264},"f75b43d20201",[2852],"Show me unmatched intercompany balances",[],{"_key":5267,"_type":429,"children":5268,"markDefs":5273,"style":454},"3426373fe5d8",[5269],{"_key":5270,"_type":433,"marks":5271,"text":5272},"c45655b6ca4f",[],"This query instantly surfaces intercompany transactions that lack corresponding entries in counterparty entities. The system displays the unmatched items with relevant details like entity, account, amount, and transaction date. Finance teams can investigate and resolve discrepancies immediately rather than discovering them late in the consolidation process.",[],{"_key":5275,"_type":429,"children":5276,"markDefs":5281,"style":454},"c245e7127cd1",[5277],{"_key":5278,"_type":433,"marks":5279,"text":5280},"2240745213b6",[2852],"Generate commentary on variance over 10% in operating expenses",[],{"_key":5283,"_type":429,"children":5284,"markDefs":5289,"style":454},"e14244f00ef7",[5285],{"_key":5286,"_type":433,"marks":5287,"text":5288},"224d6740a7bc",[],"The platform analyzes operating expense accounts, identifies variances exceeding the specified threshold, and produces draft explanatory commentary. The narrative describes which accounts changed, by how much, and potential reasons based on historical patterns. Controllers review and enhance the commentary with specific business context rather than starting from scratch.",[],{"_key":5291,"_type":429,"children":5292,"markDefs":5297,"style":454},"910a2c41a450",[5293],{"_key":5294,"_type":433,"marks":5295,"text":5296},"67f80d3553e1",[2852],"List accounts missing accrual reversals",[],{"_key":5299,"_type":429,"children":5300,"markDefs":5305,"style":454},"20307bd175a0",[5301],{"_key":5302,"_type":433,"marks":5303,"text":5304},"4ae7a5842e6f",[],"This query identifies potential errors before they impact results. The system examines accounts that typically contain reversing entries and flags situations where expected reversals haven't occurred. Finance teams can correct the issue proactively rather than discovering it during final review or, worse, after results have been reported.",[],{"_key":5307,"_type":429,"children":5308,"markDefs":5313,"style":454},"a223b3a7a8a6",[5309],{"_key":5310,"_type":433,"marks":5311,"text":5312},"47cd2bcbcd47",[],"These examples illustrate how automation shifts finance work from manual data manipulation to strategic analysis and decision-making. The technology handles routine queries and checks, allowing professionals to focus their expertise on interpretation and action.",[],{"_key":5315,"_type":429,"children":5316,"markDefs":5321,"style":2613},"b492fb474082",[5317],{"_key":5318,"_type":433,"marks":5319,"text":5320},"1476c53551c3",[],"Outcomes and Benefits",[],{"_key":5323,"_type":429,"children":5324,"markDefs":5329,"style":454},"aa19a2b4961e",[5325],{"_key":5326,"_type":433,"marks":5327,"text":5328},"7f7e9de44562",[],"Close automation delivers measurable improvements across multiple dimensions that compound over time.",[],{"_key":5331,"_type":429,"children":5332,"markDefs":5337,"style":454},"8291801ec242",[5333],{"_key":5334,"_type":433,"marks":5335,"text":5336},"9f1b94508bf6",[],"Shorter close cycles represent the most visible benefit. Organizations typically reduce close time by 25-50%, with some achieving even greater compression. What previously required 10-14 days now completes in 4-7 days. This acceleration enables faster decision making and more timely stakeholder communication.",[],{"_key":5339,"_type":429,"children":5340,"markDefs":5345,"style":454},"766c717e13a9",[5341],{"_key":5342,"_type":433,"marks":5343,"text":5344},"afd0ebed7c63",[],"Fewer manual errors improve both accuracy and confidence. Automated matching catches discrepancies that slip through manual reviews. Consistent processing eliminates variability from different people handling similar transactions differently. Finance leaders report 60-80% reductions in close-related errors after implementing automation.",[],{"_key":5347,"_type":429,"children":5348,"markDefs":5353,"style":454},"61a3f77116c9",[5349],{"_key":5350,"_type":433,"marks":5351,"text":5352},"847cc2c8f4eb",[],"Time reclaimed for planning and analysis transforms how finance teams contribute to business success. Hours previously spent on reconciliation and data gathering redirect toward forecasting, scenario modeling, and strategic partnership with business units. Finance evolves from transaction processor to strategic advisor.",[],{"_key":5355,"_type":429,"children":5356,"markDefs":5361,"style":454},"61a1b6466ca7",[5357],{"_key":5358,"_type":433,"marks":5359,"text":5360},"f6c8369656cd",[],"Easier audits and investor reporting reduce stress and improve relationships with external stakeholders. Comprehensive audit trails generate automatically. Supporting documentation organizes systematically. Questions get answered quickly through drill-down capabilities. The annual audit becomes a collaborative review rather than an adversarial scramble.",[],{"_key":5363,"_type":429,"children":5364,"markDefs":5369,"style":2613},"88204ac77051",[5365],{"_key":5366,"_type":433,"marks":5367,"text":5368},"a0a5b6741666",[],"Taking the Next Step",[],{"_key":5371,"_type":429,"children":5372,"markDefs":5377,"style":454},"f5a1a28f9274",[5373],{"_key":5374,"_type":433,"marks":5375,"text":5376},"a82ddc37f357",[],"Close automation isn't a distant future possibility or a risky transformation project. It's a practical solution that integrates with existing systems, delivers immediate value, and scales with organizational growth.",[],{"_key":5379,"_type":429,"children":5380,"markDefs":5385,"style":454},"2642c6300daf",[5381],{"_key":5382,"_type":433,"marks":5383,"text":5384},"d8d3d1f2ba24",[],"The question isn't whether to automate the close. The manual approach cannot keep pace with growing complexity, accelerating reporting demands, and rising stakeholder expectations. The real question is when to begin and where to focus initial efforts.",[],{"_key":5387,"_type":429,"children":5388,"markDefs":5393,"style":454},"2da0e796f675",[5389],{"_key":5390,"_type":433,"marks":5391,"text":5392},"8a0195f63514",[],"Most organizations start with their most time-consuming or error-prone processes. High-volume reconciliations that consume days of manual effort. Complex consolidations that require extensive spreadsheet manipulation. Variance analysis that delays reporting completion. These high-impact areas demonstrate value quickly while building momentum for broader automation.",[],{"_key":5395,"_type":429,"children":5396,"markDefs":5409,"style":454},"23c6b898290a",[5397,5401,5405],{"_key":5398,"_type":433,"marks":5399,"text":5400},"3ae75bc77c1c",[],"Ready to see how automation works in your specific environment? ",{"_key":5402,"_type":433,"marks":5403,"text":3612},"ea6a07feed35",[5404],"73275efd42eb",{"_key":5406,"_type":433,"marks":5407,"text":5408},"e3e2f51512d2",[]," with Nominal to explore how these capabilities apply to your organization's unique close challenges.",[5410],{"_key":5404,"_type":2628,"linkPageModule":12,"newTab":12,"page":5411,"type":23,"url":6},{"slug":21,"title":22},{"_key":5413,"_type":429,"children":5414,"markDefs":5419,"style":454},"5037fe5f83c6",[5415],{"_key":5416,"_type":433,"marks":5417,"text":5418},"abea9340628c",[],"Next: Learn how to evaluate and choose the right close automation software for your team in Chapter 5.",[],[5421],{"_id":3006,"group":560,"slug":5422,"title":3009},{"_type":464,"current":3008},{"description":6,"image":6,"title":6},{"altText":6,"asset":5425,"bgColor":1734,"caption":6,"dimensions":5427,"lqip":5428,"originalFilename":5429},{"_ref":5426,"_type":41},"image-8f2119b3345e8694aa408da84066d821c7643b6d-376x279-svg",{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAPABQDASIAAhEBAxEB\u002F8QAFwAAAwEAAAAAAAAAAAAAAAAAAAQFB\u002F\u002FEACUQAAIBAwMCBwAAAAAAAAAAAAEDAgAEEgUREzFBBhUhIyVRcf\u002FEABYBAQEBAAAAAAAAAAAAAAAAAAQFBv\u002FEAB0RAAICAgMBAAAAAAAAAAAAAAECAAMEIQUREnH\u002F2gAMAwEAAhEDEQA\u002FANtMLaer+WacyK7\u002FAI+WUJA7Y\u002FtUrbRdRi6JcxRh3ApwBgnB9steZjjmQMtvrem7Fl5J3vyjgOuw61Hq4rHYB9j4dRDXsNSfcQRbtK2FYkKKheKT8y717Cis7k5xquasLoEiLSv0oPc\u002F\u002F9k=","automating close process.svg","0|1jorfj:",{"createdAt":5432,"image":5433,"noindex":12,"title":2682,"updatedAt":5436},"2026-04-29T18:19:02Z",{"altText":6,"asset":5434,"bgColor":1734,"caption":6,"dimensions":5435,"lqip":5428,"originalFilename":5429},{"_ref":5426,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},"2026-04-30T14:15:07Z","Explore tactical workflows and AI-based logic to reduce manual effort without replacing your ERP.",{"altText":6,"asset":5439,"bgColor":1734,"caption":6,"dimensions":5440,"lqip":5428,"originalFilename":5429},{"_ref":5426,"_type":41},{"_type":44,"aspectRatio":1238,"height":1239,"width":1240},{"_id":5442,"_type":458,"categories":5443,"content":5446,"formRef":6,"formats":5908,"globalSeo":5911,"headerImage":5912,"orderRank":5915,"seo":5916,"slug":2664,"text":5924,"thumbnailImage":5925,"title":2665},"e84b0fcc-3f16-4b93-8089-67f0eec99355",[5444],{"_id":594,"group":462,"slug":5445,"title":597},{"_type":464,"current":596},[5447,5455,5463,5471,5479,5486,5494,5509,5517,5525,5533,5541,5549,5557,5565,5573,5581,5589,5597,5605,5613,5621,5629,5637,5645,5653,5661,5669,5677,5685,5693,5701,5709,5717,5725,5733,5741,5749,5757,5765,5773,5781,5789,5797,5805,5813,5826,5834,5842,5850,5858,5866,5874,5882,5900],{"_key":5448,"_type":429,"children":5449,"markDefs":5454,"style":454},"4e9169739782",[5450],{"_key":5451,"_type":433,"marks":5452,"text":5453},"042d99e2643e",[],"Most finance teams still rely on spreadsheets, disconnected systems, and heroic effort to close the books. Controllers spend late nights reconciling accounts across multiple entities. CFOs wait days for consolidated reports. Accountants drown in manual tasks instead of driving insights. The problem isn't talent or dedication. It's the tools and processes that finance teams inherited from a different era, built for a slower pace of business and simpler organizational structures.",[],{"_key":5456,"_type":429,"children":5457,"markDefs":5462,"style":454},"17867d20c349",[5458],{"_key":5459,"_type":433,"marks":5460,"text":5461},"58b9730c92d8",[],"The gap between what finance teams need and what their current processes deliver grows wider every year. Leadership expects real-time visibility into performance. Investors demand faster reporting cycles. Auditors require more comprehensive documentation.",[],{"_key":5464,"_type":429,"children":5465,"markDefs":5470,"style":454},"8df094a5daa6",[5466],{"_key":5467,"_type":433,"marks":5468,"text":5469},"9dfcb4ec7237",[],"Meanwhile, the traditional close process designed for batch processing and manual compilation struggles to keep pace. Month-end becomes a scramble rather than a controlled process, leaving teams exhausted and stakeholders waiting for information that's already outdated by the time it arrives.",[],{"_key":5472,"_type":429,"children":5473,"markDefs":5478,"style":454},"6f61c5087b57",[5474],{"_key":5475,"_type":433,"marks":5476,"text":5477},"d451758417c2",[],"A modern close delivers three things the traditional approach cannot: clarity that eliminates guesswork, speed that enables timely decisions, and insight that drives business strategy. The technology exists today. The implementation approaches are proven. The question is no longer whether this transformation is possible, but when your organization will make it happen.",[],{"_key":5480,"_type":429,"children":5481,"markDefs":5485,"style":2613},"a871b2a5a44c",[5482],{"_key":5483,"_type":433,"marks":5484,"text":1243},"d672f1527de2",[],[],{"_key":5487,"_type":429,"children":5488,"markDefs":5493,"style":454},"dddd87eaf663",[5489],{"_key":5490,"_type":433,"marks":5491,"text":5492},"63afc2d57682",[],"The modern close operates through six connected stages that transform month-end from a manual compilation exercise into a continuous, automated workflow.",[],{"_key":5495,"_type":429,"children":5496,"markDefs":5506,"style":454},"eccc67ea64db",[5497,5502],{"_key":5498,"_type":433,"marks":5499,"text":5501},"172eace3af17",[5500],"aaee14be0909","Download the visual blueprint",{"_key":5503,"_type":433,"marks":5504,"text":5505},"1ce0b2d3412b",[],": Get a printable version of the modern close framework to share with your team and stakeholders.",[5507],{"_key":5500,"_type":2628,"linkPageModule":12,"newTab":12,"page":6,"type":14,"url":5508},"https:\u002F\u002Fnominal.so\u002Fresources\u002Fthe-modern-close-blueprint\u002F?utm_medium=organic&utm_source=blog&utm_campaign=close-guide-hub&hsCtaAttrib=197263075921",{"_key":5510,"_type":429,"children":5511,"markDefs":5516,"style":3077},"c451e8e713ba",[5512],{"_key":5513,"_type":433,"marks":5514,"text":5515},"8ffadd16429f",[],"Stage 1: Daily Sync from ERP",[],{"_key":5518,"_type":429,"children":5519,"markDefs":5524,"style":454},"45179e1f6316",[5520],{"_key":5521,"_type":433,"marks":5522,"text":5523},"99983987ded9",[],"Live data flows continuously from your ERP into a unified consolidation workspace. Instead of waiting until month-end to export trial balances and compile spreadsheets, financial information updates automatically throughout the month. By the time the period closes, transactions are already captured, categorized, and ready for review.",[],{"_key":5526,"_type":429,"children":5527,"markDefs":5532,"style":454},"a32f43f2b887",[5528],{"_key":5529,"_type":433,"marks":5530,"text":5531},"40c1845e41d8",[],"This continuous sync eliminates the frantic data gathering that traditionally kicks off every close cycle. Teams start month-end with 80-90% of the work already complete, shifting their focus from compilation to validation and analysis.",[],{"_key":5534,"_type":429,"children":5535,"markDefs":5540,"style":3077},"b53ac8d7ecfe",[5536],{"_key":5537,"_type":433,"marks":5538,"text":5539},"0d2e5dd196a2",[],"Stage 2: Auto-Reconciliation",[],{"_key":5542,"_type":429,"children":5543,"markDefs":5548,"style":454},"0fadeb18e84d",[5544],{"_key":5545,"_type":433,"marks":5546,"text":5547},"099d6e6936c4",[],"AI-powered matching agents handle routine reconciliation work automatically. Bank statements match against ledger entries, intercompany transactions identify their counterparts, and system-generated entries reconcile across platforms. The technology learns from historical patterns, becoming increasingly accurate at recognizing company-specific transaction types and matching logic.",[],{"_key":5550,"_type":429,"children":5551,"markDefs":5556,"style":454},"595b2037d00b",[5552],{"_key":5553,"_type":433,"marks":5554,"text":5555},"fa26cf924e18",[],"Finance teams review exceptions rather than processing every transaction manually. What used to consume days of effort now happens in hours, with higher accuracy than manual processes ever achieved. When Nominal analyzed over 50 million journal entries, it was found that 89% of finance errors fall into just 12 predictable patterns. AI systems prevent these recurring issues automatically.",[],{"_key":5558,"_type":429,"children":5559,"markDefs":5564,"style":3077},"089237ffb055",[5560],{"_key":5561,"_type":433,"marks":5562,"text":5563},"4f914c208346",[],"Stage 3: Intercompany Eliminations",[],{"_key":5566,"_type":429,"children":5567,"markDefs":5572,"style":454},"75b3d85bee9d",[5568],{"_key":5569,"_type":433,"marks":5570,"text":5571},"f9f27214528e",[],"Multi-entity organizations face complex consolidation challenges. Currency conversions must reflect appropriate exchange rates. Intercompany transactions need identification and elimination. Ownership structures require accurate representation in consolidated results.",[],{"_key":5574,"_type":429,"children":5575,"markDefs":5580,"style":454},"23b9dd35a0d7",[5576],{"_key":5577,"_type":433,"marks":5578,"text":5579},"4e0f6196f617",[],"Modern platforms automate this entire workflow. Currency translations happen in real-time using current rates. Intercompany entries match automatically based on configurable rules. Consolidated views update continuously as individual entities complete their work, eliminating the traditional bottleneck of sequential processing.",[],{"_key":5582,"_type":429,"children":5583,"markDefs":5588,"style":3077},"750e4a4f9fa6",[5584],{"_key":5585,"_type":433,"marks":5586,"text":5587},"c70e894441de",[],"Stage 4: Task Management and Approvals",[],{"_key":5590,"_type":429,"children":5591,"markDefs":5596,"style":454},"e3d2834a5084",[5592],{"_key":5593,"_type":433,"marks":5594,"text":5595},"4800da1ef396",[],"The modern close makes workflow visible and trackable. Every reconciliation, journal entry, and approval flows through defined processes with clear ownership. Teams see exactly what's complete, what's in progress, and what's blocking the close.",[],{"_key":5598,"_type":429,"children":5599,"markDefs":5604,"style":454},"ce6512315715",[5600],{"_key":5601,"_type":433,"marks":5602,"text":5603},"de299d14671b",[],"Automated task routing ensures the right work reaches the right people at the right time. Approval workflows maintain control without creating bottlenecks. Audit trails capture every action automatically, eliminating the documentation scramble that plagues traditional closes.",[],{"_key":5606,"_type":429,"children":5607,"markDefs":5612,"style":3077},"dbedaa57a52e",[5608],{"_key":5609,"_type":433,"marks":5610,"text":5611},"ff58effb6b25",[],"Stage 5: Variance Analysis and Commentary",[],{"_key":5614,"_type":429,"children":5615,"markDefs":5620,"style":454},"1309e14a2a9b",[5616],{"_key":5617,"_type":433,"marks":5618,"text":5619},"a33de6062628",[],"Financial results mean little without context. Modern platforms use AI to identify significant variances and prompt finance teams for explanations. Instead of starting from a blank page, teams respond to intelligent questions about changes in key accounts and metrics.",[],{"_key":5622,"_type":429,"children":5623,"markDefs":5628,"style":454},"2ccd9f7508c4",[5624],{"_key":5625,"_type":433,"marks":5626,"text":5627},"50c3f5642fda",[],"This guided approach ensures comprehensive commentary while reducing the time required to produce it. Controllers spend their energy explaining business drivers rather than hunting for variances in spreadsheets. The resulting insights serve leadership better than generic financial statements ever could.",[],{"_key":5630,"_type":429,"children":5631,"markDefs":5636,"style":3077},"4a82cf59323e",[5632],{"_key":5633,"_type":433,"marks":5634,"text":5635},"3e8bfaa5f6fa",[],"Stage 6: Final Review and Reporting",[],{"_key":5638,"_type":429,"children":5639,"markDefs":5644,"style":454},"54e18872ef78",[5640],{"_key":5641,"_type":433,"marks":5642,"text":5643},"27544e9caa31",[],"Once validation is complete, reports generate automatically across all required formats. Board packages, investor presentations, management dashboards, and regulatory filings all draw from the same verified data source. Updates happen instantly when adjustments are made, ensuring everyone works from current information.",[],{"_key":5646,"_type":429,"children":5647,"markDefs":5652,"style":454},"25ff7b6a56d6",[5648],{"_key":5649,"_type":433,"marks":5650,"text":5651},"b97f91057843",[],"Stakeholder questions get answered immediately through drill-down capabilities that trace any number back to its source transactions. The transparency that takes days to assemble in traditional closes becomes instantly available in modern platforms.",[],{"_key":5654,"_type":429,"children":5655,"markDefs":5660,"style":2613},"70f7c2863f0b",[5656],{"_key":5657,"_type":433,"marks":5658,"text":5659},"ba24d76afdcf",[],"Before vs. After: The Timeline Transformation",[],{"_key":5662,"_type":429,"children":5663,"markDefs":5668,"style":454},"57e64564bbdc",[5664],{"_key":5665,"_type":433,"marks":5666,"text":5667},"df2c327d9731",[],"Traditional manual closes typically span 10-14 days for mid-market organizations managing multiple entities. Data collection consumes the first 3-4 days as teams export information from various systems and compile it into workable formats. Reconciliations stretch across days 5-9 as accountants manually match transactions and investigate discrepancies. Final consolidation, review, and reporting fill days 10-14, often extending into the third week when issues surface late in the process.",[],{"_key":5670,"_type":429,"children":5671,"markDefs":5676,"style":454},"0df42fa5c670",[5672],{"_key":5673,"_type":433,"marks":5674,"text":5675},"310b47391bc6",[],"Modern automated closes compress this timeline dramatically. Continuous data sync means day one starts with information already captured. Automated reconciliations complete by day two, with only exceptions requiring human review. Dynamic consolidation provides preliminary results by day three. Final validation and reporting wrap by day four or five, even for complex multi-entity structures.",[],{"_key":5678,"_type":429,"children":5679,"markDefs":5684,"style":454},"08ab00986469",[5680],{"_key":5681,"_type":433,"marks":5682,"text":5683},"697a4d55a087",[],"Beyond speed, the quality difference matters just as much. Manual processes introduce errors through data transfer, formula mistakes, and version control issues. Late nights and weekend work compound these risks as fatigue affects accuracy. Modern platforms eliminate transcription errors, maintain single sources of truth, and process data consistently regardless of volume or complexity.",[],{"_key":5686,"_type":429,"children":5687,"markDefs":5692,"style":2613},"76f87674cdcc",[5688],{"_key":5689,"_type":433,"marks":5690,"text":5691},"f211c11a46cb",[],"What Finance Teams Gain",[],{"_key":5694,"_type":429,"children":5695,"markDefs":5700,"style":454},"af659d1cd0f8",[5696],{"_key":5697,"_type":433,"marks":5698,"text":5699},"82d749f3859a",[],"The transformation delivers measurable benefits across multiple dimensions that compound over time.",[],{"_key":5702,"_type":429,"children":5703,"markDefs":5708,"style":3077},"8a82fa6c0ba1",[5704],{"_key":5705,"_type":433,"marks":5706,"text":5707},"3ffa9491a77a",[],"Time savings represent the most immediate impact ",[],{"_key":5710,"_type":429,"children":5711,"markDefs":5716,"style":454},"95badffbf1ad",[5712],{"_key":5713,"_type":433,"marks":5714,"text":5715},"94ecddbd12bb",[],"Finance teams report 40-60% reductions in hours spent on close activities. Controllers reclaim two full days each month. Staff accountants spend less time on repetitive matching and more time on analysis. These hours redirect toward strategic initiatives that actually drive business value.",[],{"_key":5718,"_type":429,"children":5719,"markDefs":5724,"style":3077},"edb165bb79a8",[5720],{"_key":5721,"_type":433,"marks":5722,"text":5723},"b08b61f2576c",[],"Error reduction improves both accuracy and confidence ",[],{"_key":5726,"_type":429,"children":5727,"markDefs":5732,"style":454},"4651ad2745f2",[5728],{"_key":5729,"_type":433,"marks":5730,"text":5731},"8d8608d2ebb1",[],"Automated matching catches discrepancies that slip through manual reviews. Consistent processing eliminates the variability that comes from different people handling similar transactions differently. Audit findings related to close processes typically drop 60-80% after automation implementation.",[],{"_key":5734,"_type":429,"children":5735,"markDefs":5740,"style":3077},"f61cd9fe2400",[5736],{"_key":5737,"_type":433,"marks":5738,"text":5739},"44b7e34e45a6",[],"Real-time visibility changes how leadership interacts with financial information ",[],{"_key":5742,"_type":429,"children":5743,"markDefs":5748,"style":454},"6e27bcc9079b",[5744],{"_key":5745,"_type":433,"marks":5746,"text":5747},"c30f044f2ce4",[],"Instead of waiting two weeks for month-end results, executives access current performance data throughout the period. Investment decisions happen faster. Strategy discussions use fresh information rather than historical snapshots. The finance team shifts from reporting what happened to analyzing what's happening now.",[],{"_key":5750,"_type":429,"children":5751,"markDefs":5756,"style":3077},"9567f1c578db",[5752],{"_key":5753,"_type":433,"marks":5754,"text":5755},"2b65798025fa",[],"Headcount savings enable growth without proportional staff increases ",[],{"_key":5758,"_type":429,"children":5759,"markDefs":5764,"style":454},"716a6e040b4e",[5760],{"_key":5761,"_type":433,"marks":5762,"text":5763},"bfb2bea864b9",[],"Organizations adding new entities, products, or markets support the expansion with existing finance teams. The scalability built into modern platforms means complexity doesn't automatically translate into manual workload.",[],{"_key":5766,"_type":429,"children":5767,"markDefs":5772,"style":3077},"9cb5f1653924",[5768],{"_key":5769,"_type":433,"marks":5770,"text":5771},"8ce24cb143ed",[],"Audit readiness becomes continuous rather than an annual scramble ",[],{"_key":5774,"_type":429,"children":5775,"markDefs":5780,"style":454},"e3e71b90f12e",[5776],{"_key":5777,"_type":433,"marks":5778,"text":5779},"db93297999a7",[],"Documentation generates automatically as work progresses. Support for financial statement assertions exists throughout the year. External audit processes smooth out as testing happens in real-time rather than concentrating in busy season.",[],{"_key":5782,"_type":429,"children":5783,"markDefs":5788,"style":2613},"1f97146a47ff",[5784],{"_key":5785,"_type":433,"marks":5786,"text":5787},"23a845cc9016",[],"A Real-World Example: How Leanpay Transformed Their Close",[],{"_key":5790,"_type":429,"children":5791,"markDefs":5796,"style":454},"ff7b9a692e41",[5792],{"_key":5793,"_type":433,"marks":5794,"text":5795},"4898b3fc098c",[],"Leanpay, a fast-growing Buy Now, Pay Later provider with entities across Europe, once managed its close entirely in Excel. Each month, the finance team pulled data from five countries, converted currencies, and eliminated intercompany transactions by hand. The process was slow, error-prone, and exhausting.",[],{"_key":5798,"_type":429,"children":5799,"markDefs":5804,"style":454},"65d05b0f11ac",[5800],{"_key":5801,"_type":433,"marks":5802,"text":5803},"76723b1349ad",[],"Despite the effort, consolidated reports took ten days to finalize. Answering investor or auditor questions meant digging through disconnected spreadsheets, and leadership operated without timely data.",[],{"_key":5806,"_type":429,"children":5807,"markDefs":5812,"style":454},"0c3353361483",[5808],{"_key":5809,"_type":433,"marks":5810,"text":5811},"24778ff4cf33",[],"After moving to Nominal, Leanpay cut close time by 25 percent. ERP data now flows in automatically, eliminations are handled instantly, and reports are ready for review in near real-time. What used to take days now takes minutes.",[],{"_key":5814,"_type":2824,"data":5815,"image":5824,"markDefs":6,"type":2836},"c7137e4737f5",{"altText":6,"asset":5816,"bgColor":5818,"caption":6,"dimensions":5819,"lqip":5822,"originalFilename":5823},{"_ref":5817,"_type":41},"image-c0674f22b3e7438061e99afccc4ffb4380be8681-1280x1924-webp","#0434cc",{"_type":44,"aspectRatio":5820,"height":5821,"width":4673},0.6652806652806653,1924,"data:image\u002Fjpeg;base64,\u002F9j\u002F2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHBYWICwgIyYnKSopGR8tMC0oMCUoKSj\u002F2wBDAQcHBwoIChMKChMoGhYaKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCj\u002FwAARCAAeABQDASIAAhEBAxEB\u002F8QAGwAAAQQDAAAAAAAAAAAAAAAAAAIGBwgDBAX\u002FxAAlEAABAwQBAwUBAAAAAAAAAAABAAIDBAUGETESExQHISJBUWH\u002FxAAYAQACAwAAAAAAAAAAAAAAAAADBQECBv\u002FEACURAAEDAwEJAQAAAAAAAAAAAAEAAgMEESEFBhYiIzEzQVFSof\u002FaAAwDAQACEQMRAD8Aiq2QwVE3bnc5pPBCchxaKWLuRPdxwByrOR+meKQyAx2dm+Q4O4W9FiVihaGiiiaPza20m0sTjdgP4lMenW7hVQZceqGPLTtCuA\u002FC8fkd1eFG7+goU7zR\u002FJVzpzPazNye3FxdHXxOYeBraj7OX1NyuUstsrumN+vcPISsTzShpbVTU0tDI9zGBuwG+6dsWU0EsHwontJ+9N2k0cbqKUuYy\u002FjJCO8iVnEVwMNuUVrsoprpc4\u002FJEjnfKTZ0daQm9mk1Pcr0Z44iwdtrdED63+ITAUDKjmvJBObYQw57cDov\u002F9k=","Infographic---Leanpay-Case-Study.webp",{"_type":2836,"asset":5825},{"_ref":5817,"_type":41},{"_key":5827,"_type":429,"children":5828,"markDefs":5833,"style":454},"a64d7713fb3f",[5829],{"_key":5830,"_type":433,"marks":5831,"text":5832},"4342e6b5a3a5",[],"The result is not just a faster close but a more confident one. Leanpay's finance team has greater transparency, stronger investor relationships, and more time to focus on growth. Jan Grižon, their Head of Finance, captures the transformation simply: \"With Nominal, when we finish our consolidation, I'm completely sure that our accounts are accurate.\"",[],{"_key":5835,"_type":429,"children":5836,"markDefs":5841,"style":2613},"cc22c464c5bd",[5837],{"_key":5838,"_type":433,"marks":5839,"text":5840},"016dfbf5c7b9",[],"Taking the First Step",[],{"_key":5843,"_type":429,"children":5844,"markDefs":5849,"style":454},"ccd9ff103870",[5845],{"_key":5846,"_type":433,"marks":5847,"text":5848},"2519d38c4649",[],"The modern close isn't a distant future possibility. It's how leading finance organizations operate today. The technology works. The implementation approaches are proven. The benefits are measurable from day one.",[],{"_key":5851,"_type":429,"children":5852,"markDefs":5857,"style":454},"50cc558faaf3",[5853],{"_key":5854,"_type":433,"marks":5855,"text":5856},"5ffc072713a4",[],"Organizations typically begin by identifying their most time-consuming or error-prone processes. Reconciliations that consume days of manual effort. Consolidations that require extensive spreadsheet manipulation. Reporting that involves copying and pasting across multiple formats. These high-impact areas deliver immediate value while building momentum for broader transformation.",[],{"_key":5859,"_type":429,"children":5860,"markDefs":5865,"style":454},"a146d244e47b",[5861],{"_key":5862,"_type":433,"marks":5863,"text":5864},"fe2526a89954",[],"The transition doesn't require replacing existing ERPs or disrupting current operations. Modern platforms integrate with existing systems, preserving technology investments while adding automation capabilities. Many organizations run parallel processes initially, validating automated results against traditional methods before fully transitioning.",[],{"_key":5867,"_type":429,"children":5868,"markDefs":5873,"style":454},"708471cb6d20",[5869],{"_key":5870,"_type":433,"marks":5871,"text":5872},"95c9b66cbce1",[],"Finance leaders who modernize their closes now gain advantages that compound over time. Faster access to accurate information enables better decisions. Reduced manual workload creates capacity for strategic initiatives. Improved audit readiness lowers risk and stress. Enhanced scalability supports growth without proportional cost increases.",[],{"_key":5875,"_type":429,"children":5876,"markDefs":5881,"style":454},"6f854559e6f7",[5877],{"_key":5878,"_type":433,"marks":5879,"text":5880},"248ae627b4bb",[],"The question facing your organization isn't whether to modernize the close. Market forces and competitive pressures make transformation inevitable. 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In this lesson, you’ll get a downloadable checklist based on your role to help you apply what you’ve learned right away.",[],{"_key":6236,"_type":429,"children":6237,"markDefs":6242,"style":454},"a51f8071f89b",[6238],{"_key":6239,"_type":433,"marks":6240,"text":6241},"3f610a71fc6b",[],"Download your “3 Actions to Do Now” checklist for:",[],{"_key":6244,"_type":429,"children":6245,"level":45,"listItem":484,"markDefs":6251,"style":454},"d9bd3c82718a",[6246],{"_key":6247,"_type":433,"marks":6248,"text":6250},"d4b6fd4b936e",[6249],"9655ebbe686c","CFOs – Start driving strategy with intelligent forecasting",[6252],{"_key":6249,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6253},"https:\u002F\u002F48589798.fs1.hubspotusercontent-na1.net\u002Fhubfs\u002F48589798\u002FMasterclass\u002FNominal%20Infographic%20-%20Actions%20to%20Do%20Now%20-%20CFOs.pdf",{"_key":6255,"_type":429,"children":6256,"level":45,"listItem":484,"markDefs":6262,"style":454},"5feeb944bb05",[6257],{"_key":6258,"_type":433,"marks":6259,"text":6261},"8f611e8b7ce3",[6260],"65f53fa7cdfa","Controllers – Improve accuracy with continuous oversight",[6263],{"_key":6260,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6264},"https:\u002F\u002F48589798.fs1.hubspotusercontent-na1.net\u002Fhubfs\u002F48589798\u002FMasterclass\u002FNominal%20Infographic%20-%20Actions%20to%20Do%20Now%20-%20Controllers.pdf",{"_key":6266,"_type":429,"children":6267,"level":45,"listItem":484,"markDefs":6273,"style":454},"4ec6ea7328b9",[6268],{"_key":6269,"_type":433,"marks":6270,"text":6272},"6d502659b188",[6271],"21f4e2b8b156","Accountants – Reduce manual work and reclaim time for analysis",[6274],{"_key":6271,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6275},"https:\u002F\u002F48589798.fs1.hubspotusercontent-na1.net\u002Fhubfs\u002F48589798\u002FMasterclass\u002FNominal%20Infographic%20-%20Actions%20to%20Do%20Now%20-%20Accountants.pdf",{"_key":6277,"_type":429,"children":6278,"markDefs":6283,"style":454},"fbb322de8a17",[6279],{"_key":6280,"_type":433,"marks":6281,"text":6282},"614186b7a3f9",[],"Each checklist includes tactical first steps, evaluation questions, and ways to spot quick wins in your current workflow.",[],{"_key":6285,"_type":429,"children":6286,"markDefs":6291,"style":476},"85ede943717f",[6287],{"_key":6288,"_type":433,"marks":6289,"text":6290},"a901b076beb9",[],"3. Take the Quiz and Claim Your Badge",[],{"_key":6293,"_type":429,"children":6294,"markDefs":6299,"style":454},"c6955245dc98",[6295],{"_key":6296,"_type":433,"marks":6297,"text":6298},"288291fba304",[],"Let’s put your knowledge to the test. This quick quiz reinforces key concepts and gives you a shareable certification once you pass.",[],{"_key":6301,"_type":429,"children":6302,"markDefs":6307,"style":476},"c5c99be045ce",[6303],{"_key":6304,"_type":433,"marks":6305,"text":6306},"71c88adb44b4",[],"4. See Nominal in Action",[],{"_key":6309,"_type":429,"children":6310,"markDefs":6315,"style":454},"e0beedcfd76d",[6311],{"_key":6312,"_type":433,"marks":6313,"text":6314},"3f84c79dfdcd",[],"Now that you understand the power of intelligent finance, it’s time to explore how it works inside your own environment. From close automation to multi-entity coordination, Nominal is built to scale AI across your operations.",[],{"_key":6317,"_type":429,"children":6318,"markDefs":6332,"style":454},"65cd82c7a424",[6319,6323,6328],{"_key":6320,"_type":433,"marks":6321,"text":6322},"7cd7b3fe494a",[],"See how it fits into your stack: ",{"_key":6324,"_type":433,"marks":6325,"text":6327},"eb7ce1c7c613",[6326],"212e3ed28d82","book a demo",{"_key":6329,"_type":433,"marks":6330,"text":6331},"5be7be2aa7f1",[]," with our team to get a tailored walkthrough.",[6333],{"_key":6326,"_type":2628,"linkPageModule":12,"newTab":12,"page":6334,"type":23,"url":6},{"slug":21,"title":22},[6336],{"_id":6337,"group":560,"slug":6338,"title":6340},"90ea8037-16a3-4a66-b9a8-fb8c85cb5238",{"_type":464,"current":6339},"\u002Ftag\u002Fresource-format\u002Fcourses","Courses",{"description":6,"image":6,"title":6},{"altText":6,"asset":6343,"bgColor":6345,"caption":6,"dimensions":6346,"lqip":6347,"originalFilename":6348},{"_ref":6344,"_type":41},"image-f4f8620a953d7b68d5b6e419843c8a57ace384c9-1200x828-png","#737373",{"_type":44,"aspectRatio":570,"height":571,"width":572},"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAIAAACgpqunAAAACXBIWXMAAA7EAAAOxAGVKw4bAAACaElEQVR4nH2QzUvbYADG80c0KRV36A66g7ODiVgPIiziwLbYQq04e3EXA9Zq0w8PHjzI4sRmFC+eHOIO7cD7Yq2SoghFUJnXLjWZa0vTD3wbm7dpsrF2K4wOfzzXHzzPg+gxDNXpMBRtR49hncFQ9KnRaJmY8Hq9gUDAT5J+vx9Bdboug+GFyTSG4zar1T456bDb\u002F5tpl8u7uLi2tkaSpHt21ul0Ik+6u039\u002FQRB0DS9vb29t7fHMAzLskmWTXZwdnZ2cnKyubk5Ojr6rLcXGcPxNzMz7zc21tfXSZ+PDoevr68lSYIQ1v9FluVarZbL5T7u7pqHhjAURdxu9\u002FLy8geaXvR4rBbL27m5w8NDSZJUVdU6UFW1Uql8jsVej4\u002F39vQgZrPZ4XCEw2Gapj0LCyuhUJJlHx4eNE372YGmaQCAeDzu8Xgcdjui1+sHBl5GIpFUKsWy7Onp6Y+7O0VROs22fJxIkD7ftMuFdBkMg4ODOzs72Wy2Wq1KkvSIqTZrHxwc2Gy25319yMjIyNSUMxaLFovFRqPRmvqIXC6XP+3vDw8P\u002Fz6MIIjV1dV4PF4sFmu1mizLEMJGo9H5VluORqM4\u002FspoNCLBYJCiqKOjI477lslkOI4TeF4URQAAuL8HAFSbyLLcKgUAYBhmnpi3WCxIIBCgqHcM8+Xm5uvl5eXFxcXV1VU6nRYEIcNx6XSa4zie5wuFAoRQ0zRJks7PzymKWlpaaslU4jjB8\u002Fx3Qbi9vRUEIZ\u002FPi6KYz+fvmuRyuVKp1JZTqdTW1lYoFPojs0m2UqnAJvV6XfkLhLD1gqIordptORgM\u002FgK3tEOkvQa8ZwAAAABJRU5ErkJggg==","14.png","0|36r0es:",{"createdAt":6351,"image":6352,"noindex":12,"title":6362,"updatedAt":6363},"2026-04-29T16:54:24Z",{"altText":6,"asset":6353,"bgColor":6355,"caption":6,"dimensions":6356,"lqip":6360,"originalFilename":6361},{"_ref":6354,"_type":41},"image-099a3daf40181b2bf3f2185a17f268895459b884-2460x912-png","#0e28d9",{"_type":44,"aspectRatio":6357,"height":6358,"width":6359},2.6973684210526314,912,2460,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAHCAYAAAAIy204AAAACXBIWXMAABYlAAAWJQFJUiTwAAACAklEQVR4nCXD20tTcQDA8fMP+NRD0UMY9JAZUXZZZqCkOS9zO\u002FPMbTqXc1oKplLpCI0VCloQFD5IOS9hpS8hPXST7El86S\u002FItG26nd\u002FOb2fNaxq9fIP6wEfJObHMQcsqx6rinPIkyXclOFIa40DBCjl538i9uEywd52pd5vMLu4zs\u002Fib8U97BPrTHL8S5WT5DyzOGIVanCLXGsrRkijn6xIUtwoKm3Ty7evkFkc5fG6VQ2dWyCv+TqAnxuhcmsjCFpGFHUbf7xK8b1LiSxAM6\u002FQ9kwxMZRl+vY1i8SSxd0q022msrYIiV4ILtjUKrHFOl8U4a41ib4lzd0QQnhSEpwQPJkwaQ5KaG4L+SJaxLztML+0z+\u002FUPSlmzQV13Gm+XRG0R1FzTsTXqlGpJLlWvY6lYo8ydJBgStId1OgZ17o2Y9AybdA9kePhyi9EPu4zN\u002F2Li8x7KVZ+BPWDg8KeweXVq6gWOBkG5U+dyRYIia4JSh47TL3AFBMEugyeRLG8+bjM3v8P0220eT24w9HyDR+ObKBWaQWVtikpVUKUKqlWBzZmiWk1RaRdUOQQ2VeDQDFTNwN8kGRzK8OJVlumZDZ6O\u002FCTUZ9J9x+RWbwalVpPUagaaJnG5\u002FnfXSTxuidctafBIfB5JY72J32vS7EvTFjS42abT2S7ouC5pC5j\u002Ftgcy\u002FAVV23f5fWJ\u002F6wAAAABJRU5ErkJggg==","68627168c5f3637ab77c8adb_thumbnail-img3.png","Module 4: Wrap-Up: Earn Your AI Mastery Badge","2026-05-07T13:49:02Z","\u002Fresources\u002Fmodule-4-wrap-up-earn-your-ai-mastery-badge",{"altText":6,"asset":6366,"bgColor":6345,"caption":6,"dimensions":6367,"lqip":6347,"originalFilename":6348},{"_ref":6344,"_type":41},{"_type":44,"aspectRatio":570,"height":571,"width":572},{"_id":6369,"_type":458,"categories":6370,"content":6373,"formRef":6,"formats":6708,"globalSeo":6711,"headerImage":6712,"orderRank":6718,"seo":6719,"slug":6730,"text":6380,"thumbnailImage":6731,"title":6728},"fc4e647c-0736-4711-bcce-90584f6d73e7",[6371],{"_id":5932,"group":462,"slug":6372,"title":239},{"_type":464,"current":5934},[6374,6382,6389,6397,6405,6413,6421,6429,6437,6444,6452,6460,6468,6476,6483,6491,6499,6507,6515,6523,6531,6539,6547,6555,6563,6571,6579,6587,6594,6602,6610,6618,6626,6634,6642,6650,6658,6666,6674,6682,6690],{"_key":6375,"_type":429,"children":6376,"markDefs":6381,"style":454},"effccc4219fa",[6377],{"_key":6378,"_type":433,"marks":6379,"text":6380},"2407afa7bf31",[],"See how AI supercharges your role in finance, from strategic forecasting to real-time consolidation. Then, discover how Nominal connects it all.",[],{"_key":6383,"_type":429,"children":6384,"markDefs":6388,"style":2613},"1ba73b839b24",[6385],{"_key":6386,"_type":433,"marks":6387,"text":5950},"bbbe803b0118",[],[],{"_key":6390,"_type":429,"children":6391,"markDefs":6396,"style":454},"1309854cfc87",[6392],{"_key":6393,"_type":433,"marks":6394,"text":6395},"b486940fd45c",[],"By the end of this module, you’ll be able to:",[],{"_key":6398,"_type":429,"children":6399,"level":45,"listItem":484,"markDefs":6404,"style":454},"47b918c792c5",[6400],{"_key":6401,"_type":433,"marks":6402,"text":6403},"86009eef5b36",[],"Pinpoint how AI drives better decisions in your specific finance role",[],{"_key":6406,"_type":429,"children":6407,"level":45,"listItem":484,"markDefs":6412,"style":454},"0adaf3ff8b79",[6408],{"_key":6409,"_type":433,"marks":6410,"text":6411},"759368b28df9",[],"Understand how Nominal enhances accuracy, speed, and visibility",[],{"_key":6414,"_type":429,"children":6415,"level":45,"listItem":484,"markDefs":6420,"style":454},"a11f4553cde4",[6416],{"_key":6417,"_type":433,"marks":6418,"text":6419},"33cce43bd5ac",[],"Identify inefficiencies and opportunities across the finance tech stack",[],{"_key":6422,"_type":429,"children":6423,"level":45,"listItem":484,"markDefs":6428,"style":454},"e9f81c33b0d6",[6424],{"_key":6425,"_type":433,"marks":6426,"text":6427},"79ab7893a985",[],"Use real examples to map out how AI fits into your close, control, and reporting cycles",[],{"_key":6430,"_type":429,"children":6431,"level":45,"listItem":484,"markDefs":6436,"style":454},"390be61a4958",[6432],{"_key":6433,"_type":433,"marks":6434,"text":6435},"6b2999fea8f6",[],"Articulate the shift from manual tasks to strategic contribution",[],{"_key":6438,"_type":429,"children":6439,"markDefs":6443,"style":2613},"5c60f7980842",[6440],{"_key":6441,"_type":433,"marks":6442,"text":6006},"1df05d475a35",[],[],{"_key":6445,"_type":429,"children":6446,"markDefs":6451,"style":454},"80b4fcd6134b",[6447],{"_key":6448,"_type":433,"marks":6449,"text":6450},"aed665a49add",[],"AI in finance isn’t one size fits all. The real power lies in how it adapts to your role and scales with your team.",[],{"_key":6453,"_type":429,"children":6454,"markDefs":6459,"style":2613},"1e8e29919a3b",[6455],{"_key":6456,"_type":433,"marks":6457,"text":6458},"46b48717e114",[],"1. For CFOs – Leading with Intelligence",[],{"_key":6461,"_type":429,"children":6462,"markDefs":6467,"style":454},"bf8bbd15db72",[6463],{"_key":6464,"_type":433,"marks":6465,"text":6466},"d4a553cedd78",[],"The CFO role is rapidly evolving. Beyond managing financial stewardship, today’s finance leaders are expected to guide business strategy, drive operational alignment, and deliver insights that influence company-wide decisions. But doing so effectively requires more than traditional reports and backward-looking dashboards.",[],{"_key":6469,"_type":429,"children":6470,"markDefs":6475,"style":454},"75197350af15",[6471],{"_key":6472,"_type":433,"marks":6473,"text":6474},"cb10db360009",[],"Watch the shift: See how AI is transforming the CFO’s role from oversight to strategic leadership",[],{"_key":6477,"_type":429,"children":6478,"markDefs":6482,"style":454},"5ed247242086",[6479],{"_key":6480,"_type":433,"marks":6481,"text":2067},"690d15906fe9",[],[],{"_key":6484,"_type":429,"children":6485,"markDefs":6490,"style":454},"cb98f36e5ea2",[6486],{"_key":6487,"_type":433,"marks":6488,"text":6489},"b917e3e49791",[],"Legacy forecasting processes are often too slow and disconnected to support real-time decision making. AI changes this by enabling rolling forecasts, dynamic scenario modeling, and anomaly detection. Instead of waiting for month-end close to uncover problems, CFOs can now detect shifts in performance as they happen across business units, geographies, or entities.",[],{"_key":6492,"_type":429,"children":6493,"markDefs":6498,"style":454},"137eb98fcff7",[6494],{"_key":6495,"_type":433,"marks":6496,"text":6497},"cdd18aa25eda",[],"Generative AI expands these capabilities further by allowing finance teams to query large data sets using natural language. Rather than waiting for analysts or building complex models, CFOs can ask targeted questions, such as what is driving margin erosion, and receive structured, contextual responses in seconds. This accelerates the path from question to decision.",[],{"_key":6500,"_type":429,"children":6501,"markDefs":6506,"style":454},"a5f450accfc5",[6502],{"_key":6503,"_type":433,"marks":6504,"text":6505},"d2dcce846423",[],"As AI becomes more embedded in finance, the CFO’s value shifts from explaining what happened to shaping what comes next. Strategy, speed, and insight are no longer separate goals. They are part of the same real-time operating model, and AI is making that model possible.",[],{"_key":6508,"_type":429,"children":6509,"markDefs":6514,"style":2613},"21e9e897eb20",[6510],{"_key":6511,"_type":433,"marks":6512,"text":6513},"c4e7b67ba27a",[],"2. For Controllers – Control and Confidence",[],{"_key":6516,"_type":429,"children":6517,"markDefs":6522,"style":454},"d38ae9258407",[6518],{"_key":6519,"_type":433,"marks":6520,"text":6521},"63f1bfd5f4cb",[],"The controller’s job has always centered on accuracy, oversight, and compliance. But in modern finance environments, especially across multi-entity organizations, that role is under pressure. With close cycles tightening and reporting demands increasing, many teams are forced to spend more time chasing numbers than reviewing them.",[],{"_key":6524,"_type":429,"children":6525,"markDefs":6530,"style":454},"a14efc50f9c3",[6526],{"_key":6527,"_type":433,"marks":6528,"text":6529},"a183da3d9f70",[],"See how AI is changing the controller’s role:",[],{"_key":6532,"_type":429,"children":6533,"markDefs":6538,"style":454},"d5c5b8328ee4",[6534],{"_key":6535,"_type":433,"marks":6536,"text":6537},"03119c67dcca",[],"",[],{"_key":6540,"_type":429,"children":6541,"markDefs":6546,"style":454},"3f3ffb013654",[6542],{"_key":6543,"_type":433,"marks":6544,"text":6545},"65537ba3b66a",[],"Controllers today often work across fragmented systems. Reconciliations, intercompany eliminations, and review steps frequently happen outside the ERP, scattered across spreadsheets, shared folders, or email threads. This not only slows down the close but increases the risk of errors and missed exceptions. As complexity grows, so does exposure.",[],{"_key":6548,"_type":429,"children":6549,"markDefs":6554,"style":454},"74891f34264c",[6550],{"_key":6551,"_type":433,"marks":6552,"text":6553},"3b8d7be3ae8c",[],"AI brings a new level of structure and proactivity to controlling. Intelligent systems can automatically detect anomalies, suggest matching entries, and flag deviations from expected patterns. Instead of relying on static checklists, controllers can build workflows that evolve in real time, highlighting exceptions, surfacing justifications, and tracking resolution across teams.",[],{"_key":6556,"_type":429,"children":6557,"markDefs":6562,"style":454},"b9964f0a8967",[6558],{"_key":6559,"_type":433,"marks":6560,"text":6561},"090cbe4b84db",[],"With the right AI tools, controllers can shift from reactive review to continuous oversight. That means fewer last-minute adjustments, cleaner audits, and more time spent analyzing risk instead of processing data. Control becomes something you build into the system, not something you scramble to reestablish after close.",[],{"_key":6564,"_type":429,"children":6565,"markDefs":6570,"style":2613},"219c31c0931f",[6566],{"_key":6567,"_type":433,"marks":6568,"text":6569},"86a68b0b31c1",[],"3. For Accountants – From Spreadsheets to Strategy",[],{"_key":6572,"_type":429,"children":6573,"markDefs":6578,"style":454},"fc29a47f4ae3",[6574],{"_key":6575,"_type":433,"marks":6576,"text":6577},"2236cbe311b5",[],"Accounting teams are the backbone of financial operations, yet many still spend most of their time trapped in spreadsheets. Reconciliations, eliminations, and adjustments often happen manually, outside the ERP, leading to long close cycles and limited time for value-added analysis. As reporting pressure increases, this reactive model is no longer sustainable.",[],{"_key":6580,"_type":429,"children":6581,"markDefs":6586,"style":454},"0a7ee42c6c54",[6582],{"_key":6583,"_type":433,"marks":6584,"text":6585},"17cfea22c050",[],"Watch the shift: See how AI agents are helping accountants automate tasks, reduce errors, and reclaim time for analysis",[],{"_key":6588,"_type":429,"children":6589,"markDefs":6593,"style":454},"da2a18735b04",[6590],{"_key":6591,"_type":433,"marks":6592,"text":2067},"88fdaed5e8e8",[],[],{"_key":6595,"_type":429,"children":6596,"markDefs":6601,"style":454},"5beee30b7074",[6597],{"_key":6598,"_type":433,"marks":6599,"text":6600},"5a70ac94f390",[],"Even with automation tools like RPA or batch scripts, most accounting workflows remain rigid and error-prone. These solutions require constant oversight, lack context awareness, and struggle to adapt to exceptions. AI agents offer a new approach. They are context-aware, task-oriented systems that can match entries, flag anomalies, and recommend adjustments, all without predefined rules.",[],{"_key":6603,"_type":429,"children":6604,"markDefs":6609,"style":454},"d80f6c232aed",[6605],{"_key":6606,"_type":433,"marks":6607,"text":6608},"48484d2cb303",[],"By handling repetitive processes like reconciliations and intercompany eliminations, AI agents give accountants time back to focus on review and analysis. They can explain fluctuations, surface unusual activity, and prepare supporting documentation automatically. Instead of managing spreadsheets, accountants can manage outcomes.",[],{"_key":6611,"_type":429,"children":6612,"markDefs":6617,"style":454},"a37864d77dc2",[6613],{"_key":6614,"_type":433,"marks":6615,"text":6616},"5e4567e696bb",[],"This shift does not replace accounting expertise. It elevates it. With AI agents handling the mechanical work, accountants can contribute more strategically to variance analysis, forecasting, and continuous improvement. The result is faster close cycles, fewer errors, and a stronger partnership between finance and the rest of the business.",[],{"_key":6619,"_type":429,"children":6620,"markDefs":6625,"style":2613},"7b49dfc32d62",[6621],{"_key":6622,"_type":433,"marks":6623,"text":6624},"09c157eb6afe",[],"4. Where It All Connects: The Future of Financial Operations",[],{"_key":6627,"_type":429,"children":6628,"markDefs":6633,"style":454},"c75527e2159a",[6629],{"_key":6630,"_type":433,"marks":6631,"text":6632},"e061a0b7afa6",[],"Throughout this module, you’ve seen how AI can support the daily work of CFOs, controllers, and accountants. But the most powerful transformation happens when those roles and workflows are no longer siloed. Today’s finance teams face a common challenge: growing complexity across entities, systems, and reporting timelines. The solution is not just more automation. It is intelligent coordination.",[],{"_key":6635,"_type":429,"children":6636,"markDefs":6641,"style":454},"f4a074402e90",[6637],{"_key":6638,"_type":433,"marks":6639,"text":6640},"4e6e3815facc",[],"This is what Nominal was built to enable.",[],{"_key":6643,"_type":429,"children":6644,"markDefs":6649,"style":454},"dff7fe699718",[6645],{"_key":6646,"_type":433,"marks":6647,"text":6648},"dd989fcf48c7",[],"Rather than replacing your ERP or introducing yet another tool, it acts as a smart layer that connects your existing systems. It understands financial context, monitors activity, and guides your team through tasks like reconciliations, eliminations, and variance reviews. All of this happens without needing to switch between spreadsheets, scripts, and manual workarounds.",[],{"_key":6651,"_type":429,"children":6652,"markDefs":6657,"style":454},"4c8e7a80380b",[6653],{"_key":6654,"_type":433,"marks":6655,"text":6656},"4a43731942ee",[],"AI agents embedded in the platform work across roles. Controllers receive alerts when anomalies are detected during close. CFOs can access real-time explanations of margin changes across entities. Accountants are guided through entry reviews without having to manually search for justifications. Each person sees what matters to their function, but all are working within one connected environment.",[],{"_key":6659,"_type":429,"children":6660,"markDefs":6665,"style":454},"b158006fd553",[6661],{"_key":6662,"_type":433,"marks":6663,"text":6664},"459005ccba5f",[],"This is the foundation of intelligent finance. A system that is always on, always learning, and always aligned with your business logic. It simplifies multi-entity operations, enforces control without slowing teams down, and builds trust through transparency and traceability. With enterprise readiness, SOC 1 compliance, and fast implementation, it is designed to meet the pace of modern finance.",[],{"_key":6667,"_type":429,"children":6668,"markDefs":6673,"style":2613},"6a8f6350d891",[6669],{"_key":6670,"_type":433,"marks":6671,"text":6672},"e5054ade91c1",[],"Want to learn more?",[],{"_key":6675,"_type":429,"children":6676,"markDefs":6681,"style":454},"b3be436339df",[6677],{"_key":6678,"_type":433,"marks":6679,"text":6680},"9f63b6290e4b",[],"Now, it’s time to wrap it all together. In the next and final module, you’ll review key takeaways, complete a short recap activity, and earn your official AI Mastery Badge.",[],{"_key":6683,"_type":429,"children":6684,"markDefs":6689,"style":454},"314d60a3d428",[6685],{"_key":6686,"_type":433,"marks":6687,"text":6688},"51626dcfa7ba",[],"Next up: Module 4 – Wrap-Up: Earn Your AI Mastery Badge. Complete your learning journey and get certified! ",[],{"_key":6691,"_type":429,"children":6692,"markDefs":6705,"style":454},"d26bf3462ac5",[6693,6697,6701],{"_key":6694,"_type":433,"marks":6695,"text":6696},"019ec225bd14",[],"See Nominal in action: ",{"_key":6698,"_type":433,"marks":6699,"text":6327},"52b344801e12",[6700],"de4a83de3018",{"_key":6702,"_type":433,"marks":6703,"text":6704},"83fc6966e4a1",[]," and discover how AI unifies your finance team’s workflows and accelerates decision-making.",[6706],{"_key":6700,"_type":2628,"linkPageModule":12,"newTab":12,"page":6707,"type":23,"url":6},{"slug":21,"title":22},[6709],{"_id":6337,"group":560,"slug":6710,"title":6340},{"_type":464,"current":6339},{"description":6,"image":6,"title":6},{"altText":6,"asset":6713,"bgColor":1818,"caption":6,"dimensions":6715,"lqip":6716,"originalFilename":6717},{"_ref":6714,"_type":41},"image-392ae4557cfd9d438c68ddba5ac15c8e9699876c-1200x828-png",{"_type":44,"aspectRatio":570,"height":571,"width":572},"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAOCAIAAACgpqunAAAACXBIWXMAAA7EAAAOxAGVKw4bAAACZElEQVR4nH2Sz0vbABTH80c0KRV36A66g9PBpNgeRFhFwbbYQq04e3EXA8Zg08QdPHgQ46TNKF48OcQd2oFn11YrqS2ioKC4oyk0\u002FRFaU2ua2GZtsqGuha3DD9\u002FDO7wPvPd4gBaCQI0GAsFWtBDUHggEX+r1lrExFEVxHPdimNfrBUCNpkOne9PXN2w226xW+\u002Fi4w27\u002FbyZdLnR+fnl5GcMw9\u002FS00+kEXnR29vX2wjBMUdTGxsb29nY4HKZpOk7T8TaSyeTh4eH6+vrQ0NCr7m5g2Gx+PzX1aW1tZWUF83gov\u002F\u002Fi4kKSJFmWf\u002F5NrVarVqscx33Z2jIODEAgCLjd7oWFhc8UNY8gVovlw8xMJBKRJElRFLUNRVHK5fK3UGh0ZKS7qwswGo0Oh8Pv91MUhczNfVxcjNP0\u002Ff29qqq\u002F2lBVtVKpRKNRBEEcdjug1Wr7+98GAoHT01OaphOJRC6brdfr7WZLjh0cYB7PpMsFdOh0BoNhc3Mzn8+LoihJ0jOm8jj27u6uzWZ73dMDDA4OTkw4Q6Egz\u002FONRuNp1Wfk29vbrzs7JpPp4WAwDC8tLUWjUZ7nq9VqrVaTZbnRaLRfqyUHg0Gz+Z1erwcIgiBJcn9\u002FP9WEZdkbnhcfqVQq0iOiKAqCINzd3RSLe9\u002F3ZuFZi8UC4Di+Sq6Gw+EfV1fn5+dnZ2eXl5cMw+RyuXQ6nWKYDMtmMpmHOpVirq\u002FZdDpxdESSJIqiDzJJkrFYjG02ZbPZYrFYKpUKhQLHcYUmHMfl83mO446Pj30+H0EQf2Q6TpfL5dYz1Zv882SyLAuCcHJy8iT\u002FBt1XQdivhq7+AAAAAElFTkSuQmCC","15.png","0|5di0ds:",{"createdAt":6720,"image":6721,"noindex":12,"title":6728,"updatedAt":6729},"2026-04-29T16:50:24Z",{"altText":6,"asset":6722,"bgColor":6724,"caption":6,"dimensions":6725,"lqip":6726,"originalFilename":6727},{"_ref":6723,"_type":41},"image-1b58f4982c00a5e1347486e9d540c8e97a363811-2460x912-png","#0824d7",{"_type":44,"aspectRatio":6357,"height":6358,"width":6359},"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAHCAYAAAAIy204AAAACXBIWXMAABYlAAAWJQFJUiTwAAAB9ElEQVR4nB2OzWvTcABA8wcIgoqnMRAPbjrxYzDxYyqyadfNbbZJmnSrboWBsullCDIPKuhBPIhXwYs7OBHRKhP\u002FBUU8COJc166zafJLljVp07TdJjyxh3d4vMuTdnQssac7y75LBbrUIgflIu19q+w+nuV\u002F29m5xP5TWXqG8pwcXqVfK3Dnkc38W583Hz1efyizkNngVWaDhYyH1N6b4\u002FDIH06kSnQnSxwYXKPtdJ69x7Ls6lqmrXuFfm2Nmbsmsw8s7j2xyXyu8jvXIFcIWF7x+LXsspQtt1zqUQ0i1y2i04IzyRJHomscurBK59k8Hb15jvYViI4ZzMwJHj51eD5f5sv3kLK3TTVo4lfqeH5IpVKnFm4h9U1axG\u002FayNOCoWslIrrBgG4Q0QwGNIOLisG5kSJy2uTxM5d3iz4\u002FftZx3CZuucmGt4lf3W5RCf4iRVICeUqQmBKoaQtlwkSZsEikLbS0YFgzOT9oMKJbzN1f58VLj6\u002FfQpz1BmWvjl9pts6C2ha1cBspqghGNYuYbhHXBXHNIq4JlKRATdrEFIvLoyYxRTB+1Wb2tsvipwDbaeD7Ib5fo1oNWwRBA+mKbBOLC+KyQFZsVEWgKjaaaqMnHJIJmzHNJqU7jKsOt264ZN7XKIlNHLeCYTgUiwLDsDHNdf4BD6aZn7x3TE4AAAAASUVORK5CYII=","686267ecd77aad9425930752_thumbnail-img2.png","Module 3: AI for your Role: Unlock Strategic Advantage","2026-05-04T18:18:33Z","\u002Fresources\u002Fmodule-3-ai-for-your-role-unlock-strategic-advantage",{"altText":6,"asset":6732,"bgColor":1818,"caption":6,"dimensions":6733,"lqip":6716,"originalFilename":6717},{"_ref":6714,"_type":41},{"_type":44,"aspectRatio":570,"height":571,"width":572},{"_id":6735,"_type":458,"categories":6736,"content":6739,"formRef":6,"formats":7160,"globalSeo":7163,"headerImage":7164,"orderRank":7170,"seo":7171,"slug":7182,"text":6746,"thumbnailImage":7183,"title":7180},"502e6260-b676-44d0-9a7c-997580642a5b",[6737],{"_id":5932,"group":462,"slug":6738,"title":239},{"_type":464,"current":5934},[6740,6748,6755,6762,6770,6778,6786,6794,6802,6809,6817,6825,6833,6841,6849,6857,6865,6873,6891,6905,6927,6941,6949,6957,6965,6973,6981,6989,6997,7005,7013,7021,7029,7037,7055,7069,7077,7081,7089,7097,7115,7123,7131,7141,7150],{"_key":6741,"_type":429,"children":6742,"markDefs":6747,"style":454},"1ee3b68fdd51",[6743],{"_key":6744,"_type":433,"marks":6745,"text":6746},"f16409d990bc",[],"Learn how to automate finance tasks using intelligent agents that respond to real-time GL activity and follow custom logic.",[],{"_key":6749,"_type":429,"children":6750,"markDefs":6754,"style":2613},"d70b0882445f",[6751],{"_key":6752,"_type":433,"marks":6753,"text":5950},"a1d6e80519ef",[],[],{"_key":6756,"_type":429,"children":6757,"markDefs":6761,"style":454},"824996d87d5a",[6758],{"_key":6759,"_type":433,"marks":6760,"text":5958},"6e5901e5c71e",[],[],{"_key":6763,"_type":429,"children":6764,"level":45,"listItem":484,"markDefs":6769,"style":454},"a44fe99a6d75",[6765],{"_key":6766,"_type":433,"marks":6767,"text":6768},"f0225bef0835",[],"Write clear, structured prompts for accounting and finance tasks",[],{"_key":6771,"_type":429,"children":6772,"level":45,"listItem":484,"markDefs":6777,"style":454},"e72e99ca6718",[6773],{"_key":6774,"_type":433,"marks":6775,"text":6776},"7d9af9582ba9",[],"Translate business rules into logic that Trigger Agents can follow",[],{"_key":6779,"_type":429,"children":6780,"level":45,"listItem":484,"markDefs":6785,"style":454},"f8842a1fd88e",[6781],{"_key":6782,"_type":433,"marks":6783,"text":6784},"49632b023104",[],"Automate journal entry flows, IC eliminations, and more using real-time GL events",[],{"_key":6787,"_type":429,"children":6788,"level":45,"listItem":484,"markDefs":6793,"style":454},"813d1cf4af06",[6789],{"_key":6790,"_type":433,"marks":6791,"text":6792},"41f564556ec7",[],"Understand how Nominal’s agent infrastructure integrates with your ERP",[],{"_key":6795,"_type":429,"children":6796,"level":45,"listItem":484,"markDefs":6801,"style":454},"cee6310d6d97",[6797],{"_key":6798,"_type":433,"marks":6799,"text":6800},"ffcdad47439b",[],"Identify where to start and how to scale intelligent automation in your team",[],{"_key":6803,"_type":429,"children":6804,"markDefs":6808,"style":2613},"bbe9a32fb19e",[6805],{"_key":6806,"_type":433,"marks":6807,"text":6006},"ac61f5235220",[],[],{"_key":6810,"_type":429,"children":6811,"markDefs":6816,"style":454},"4016f71c78ad",[6812],{"_key":6813,"_type":433,"marks":6814,"text":6815},"765c4279f1ef",[],"Not all automation has to post entries. Trigger Agents can also surface tasks, flag exceptions, or recommend next steps. They give your team guidance, not just output.",[],{"_key":6818,"_type":429,"children":6819,"markDefs":6824,"style":2613},"85a4bce2a900",[6820],{"_key":6821,"_type":433,"marks":6822,"text":6823},"8f42c5aa0282",[],"1. Definition of Trigger Agents",[],{"_key":6826,"_type":429,"children":6827,"markDefs":6832,"style":454},"95601c4fa005",[6828],{"_key":6829,"_type":433,"marks":6830,"text":6831},"8c6ec4257a86",[],"Trigger Agents are intelligent bots that monitor your general ledger. When something happens, like a new journal entry or invoice, they follow natural language logic to take action. That might mean creating an intercompany transaction, suggesting an elimination, or surfacing a review task.",[],{"_key":6834,"_type":429,"children":6835,"markDefs":6840,"style":454},"7449507efddd",[6836],{"_key":6837,"_type":433,"marks":6838,"text":6839},"a90bed77fc5d",[],"Watch the explainer: What Are Trigger Agents and How Do They Work",[],{"_key":6842,"_type":429,"children":6843,"markDefs":6848,"style":2613},"03c424b635c0",[6844],{"_key":6845,"_type":433,"marks":6846,"text":6847},"0532ee850469",[],"2. Prompting Like a Finance Pro",[],{"_key":6850,"_type":429,"children":6851,"markDefs":6856,"style":454},"87bdab5a2fe3",[6852],{"_key":6853,"_type":433,"marks":6854,"text":6855},"d3670e4b304e",[],"Prompting is how you talk to AI, but not all prompts are created equal. In finance, where accuracy and structure matter, the way you ask can dramatically affect the answers you get. ",[],{"_key":6858,"_type":429,"children":6859,"markDefs":6864,"style":454},"6b7e8c2815dc",[6860],{"_key":6861,"_type":433,"marks":6862,"text":6863},"023d22d52bd3",[],"This lesson introduces best practices for writing prompts that are clear, consistent, and tailored for accounting tasks.",[],{"_key":6866,"_type":429,"children":6867,"markDefs":6872,"style":454},"ce133b7232fb",[6868],{"_key":6869,"_type":433,"marks":6870,"text":6871},"a7638fe85efa",[],"Whether you want to explain a variance, summarize a transaction, or draft a reconciliation note, your inputs should follow a logical, finance-aware format. The key is to give context, define your desired output, and keep formatting consistent. AI is powerful, but it needs direction to be helpful.",[],{"_key":6874,"_type":429,"children":6875,"markDefs":6889,"style":454},"ac113ce24155",[6876,6881,6885],{"_key":6877,"_type":433,"marks":6878,"text":6880},"5424feef3ae3",[3266,6879],"6b04defc6749","Download the Prompting Guide for Finance Teams",{"_key":6882,"_type":433,"marks":6883,"text":6884},"e182beae9453",[3266],":",{"_key":6886,"_type":433,"marks":6887,"text":6888},"fb0d308b195e",[]," Get practical examples, formatting tips, and ready-to-use prompt templates built for accounting and finance workflows.",[6890],{"_key":6879,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6164},{"_key":6892,"_type":2824,"data":6893,"image":6903,"markDefs":6,"type":2836},"0ef19c066d44",{"altText":6894,"asset":6895,"bgColor":6897,"caption":6,"dimensions":6898,"lqip":6901,"originalFilename":6902},"Nominal branded horizontal infographic titled \"Prompting Guide for Finance Teams,\" featuring a SMART Prompting Framework table, a Prompt Do's and Don'ts dark panel, and a sage green sidebar with three prompt examples for Flux Analysis, Anomaly Detection, and Journal Entry Review.",{"_ref":6896,"_type":41},"image-ea973cb417c82640cc4c3adba712660629462d5e-1953x1106-png","#bbc7ba",{"_type":44,"aspectRatio":6899,"height":4799,"width":6900},1.7658227848101267,1953,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAALCAYAAAB\u002FCa1DAAAACXBIWXMAAAsTAAALEwEAmpwYAAACzklEQVR4nF2O62tbBRiH8\u002FcMV2vtOuvWjl6Urs4pzhWcDEWkQ\u002FSDjqEF\u002FwQRh91oqcv2YTDBOVSKoGsuXVxctzT35tLcz0lyzsk5OfeTZN+ekRT84IcHfry8PDy+QjlNJrdPoZSiKVXQbQnDkTHdDpan\u002Fo8Odk89oq9i9YY\u002FCqanjPbw7ivXcxwU4mTz+xTLGWpCAaFdQlYbaGYb1WihdEU6ujjaXbON6SoYnkJFr7Ev5cgrRUStSscU8bWUKtV6gVL1gFI1R6WepylV0Yw2hqPQNSVUvYVmtNAtCdNWcHoauquw18rycz7MzmGUAyGFoJbxWa6KbqqoXRlZbY\u002FQDQ3Hs7CcLh21SUuq0ZbrI6QRDZpyjVgtyXYmTCATJlF6Rk0+xKdbKoLYIJfLkUwnSaSTZLNZyuUSmUyS336\u002Fj\u002F\u002F2Jn7\u002FBrf8G2xt3WRzc5279+4QePwXkdQu\u002F6R3iR8+pT4UthSRVDrJo0e7BIIPCQYfEg4FiUYf8+DBfVZXP2V+bpYzs6c5MzvDzOnXmX7tJBdX3uPW3U1294NEkiHixb0joazLSHIbsdmgIVQQxCpis05DqLG9\u002FQeXLn3A5MQEY8eP89KxY0yMjzM+NsbS2TdZ\u002F+k64ViASCJErPCEilTE17U13J5Lf+Dh9S16A5v+cwfbNQiGdrhyZZWlpSXm5+Y4NT3N4sICbywu8v7FC9zwrxOK7RBJhnmW\u002F5eCeIBPdzS8vsfgeY\u002FeUNi36A9sbFcnEPp7JFxeXmZhfp6pyUlOTk0xdeIEb507y49bP\u002FwnfJqLkhcy+DRbxe079AbuqPCo0sFydcKRIF9d\u002FZKVlRXefec8szOneHXiFcZfHuPc28ts3LlBJBEmmokQK+4dFSqmjO7oWJ6B6eqYnoHtGQzL9+JP+P76d6x9+zXfrF3j8y8+4+NPLnP5ow+5tnaVX\u002F\u002F8hfhhjFQ1QbaeptQu8ALzq8dvwz0G7wAAAABJRU5ErkJggg==","Prompting 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glossary infographic titled \"Trigger Agent Terms,\" defining ten terms — Trigger Agent, Event, Logic, Action, JE, IC, Review Task, no_op, Matched Pair, and Task Only — in a card layout with colored icons on a light 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Trigger Agent Terms.png",{"_type":2836,"asset":6940},{"_ref":6932,"_type":41},{"_key":6942,"_type":429,"children":6943,"markDefs":6948,"style":454},"554b004dfc5c",[6944],{"_key":6945,"_type":433,"marks":6946,"text":6947},"e9ef33393fc2",[],"This foundation will help you work faster and smarter in the lessons ahead, where you’ll start building logic flows and designing AI-powered workflows step by step.",[],{"_key":6950,"_type":429,"children":6951,"markDefs":6956,"style":2613},"de7e57fe57e2",[6952],{"_key":6953,"_type":433,"marks":6954,"text":6955},"6fe1035696d4",[],"3. Designing Agent Logic: Step by Step Automation",[],{"_key":6958,"_type":429,"children":6959,"markDefs":6964,"style":454},"1ef0177e88b8",[6960],{"_key":6961,"_type":433,"marks":6962,"text":6963},"9d5c63e0bb8b",[],"Once you understand prompting, the next step is learning how to define the logic agents follow. Trigger agents are built on a simple model: Event → Logic → Action. ",[],{"_key":6966,"_type":429,"children":6967,"markDefs":6972,"style":454},"f8152bc5e1d4",[6968],{"_key":6969,"_type":433,"marks":6970,"text":6971},"dde08e42dbdd",[],"You identify what should activate the agent, what logic it should follow, and what action it should take.",[],{"_key":6974,"_type":429,"children":6975,"markDefs":6980,"style":454},"e985c17b5711",[6976],{"_key":6977,"_type":433,"marks":6978,"text":6979},"596b65ee8561",[],"For example, if a new journal entry is created, the agent might check if it matches a specific REF code. If it does and it is not linked to a bank transaction, it can recommend a matching intercompany entry. This kind of automation streamlines review and ensures compliance without requiring complex scripting.",[],{"_key":6982,"_type":429,"children":6983,"markDefs":6988,"style":454},"6859587bb8f4",[6984],{"_key":6985,"_type":433,"marks":6986,"text":6987},"d6214eff5c67",[],"This lesson breaks down how to design that logic. You will learn how to turn financial policies and close procedures into conditional workflows that trigger agents can run. The result is a system that works the way your team works, but faster and more reliably.",[],{"_key":6990,"_type":429,"children":6991,"markDefs":6996,"style":454},"05d015b4d81b",[6992],{"_key":6993,"_type":433,"marks":6994,"text":6995},"c508a7420116",[],"Want to see how this logic is applied in practice? Explore the GSPP use case on intercompany automation and journal entry matching in our blog.",[],{"_key":6998,"_type":429,"children":6999,"markDefs":7004,"style":2613},"01356779d874",[7000],{"_key":7001,"_type":433,"marks":7002,"text":7003},"a6bb0c130bdf",[],"4. Automate with Intelligence: AI Agents and Your ERP",[],{"_key":7006,"_type":429,"children":7007,"markDefs":7012,"style":454},"a1d4870394d6",[7008],{"_key":7009,"_type":433,"marks":7010,"text":7011},"ddea2348cd6d",[],"Trigger agents are not just simple rules. They are intelligent systems that operate alongside your ERP, reacting to financial events and generating actions with context. When a journal entry is posted, for example, agents can suggest eliminations, generate accrual reversals, or create review tasks with supporting data already included.",[],{"_key":7014,"_type":429,"children":7015,"markDefs":7020,"style":454},"e05b9c216d26",[7016],{"_key":7017,"_type":433,"marks":7018,"text":7019},"57a34fabbb6d",[],"This goes beyond scripting. These automations are live in production environments today. Finance teams are using trigger agents to turn draft journal entries into intercompany transactions, reverse accruals automatically when an invoice is received, and even flag duplicate activity for manual review. ",[],{"_key":7022,"_type":429,"children":7023,"markDefs":7028,"style":454},"e2f677382202",[7024],{"_key":7025,"_type":433,"marks":7026,"text":7027},"628c7a46c236",[],"These are not future-state demos. They are active workflows running in real-time accounting cycles.",[],{"_key":7030,"_type":429,"children":7031,"markDefs":7036,"style":454},"4b51e07fef2b",[7032],{"_key":7033,"_type":433,"marks":7034,"text":7035},"4ea77af6496e",[],"What enables this is a shared infrastructure that combines financial logic, process control, and data awareness. Trigger agents leverage that unified framework to handle complexity without breaking your workflow. The result is faster execution, fewer errors, and more time spent on review instead of rework.",[],{"_key":7038,"_type":429,"children":7039,"markDefs":7053,"style":454},"4ebbccd9eb7b",[7040,7044,7049],{"_key":7041,"_type":433,"marks":7042,"text":7043},"a3ac4425f65d",[],"Explore the infographic “",{"_key":7045,"_type":433,"marks":7046,"text":7048},"afef93fd1951",[7047],"77755a5f12b2","10 Accounting Tasks AI Agents Are Transforming",{"_key":7050,"_type":433,"marks":7051,"text":7052},"81b5618c2901",[],"” and see how intelligent agents are streamlining everything from reconciliations to business context generation.",[7054],{"_key":7047,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6186},{"_key":7056,"_type":2824,"data":7057,"image":7067,"markDefs":6,"type":2836},"d3d61fd100c1",{"altText":7058,"asset":7059,"bgColor":7061,"caption":6,"dimensions":7062,"lqip":7065,"originalFilename":7066},"Nominal branded infographic titled \"10 Accounting Tasks AI Agents Are Transforming,\" listing ten accounting functions in a two-column card grid on a sage green background, each with an icon and one-line description.",{"_ref":7060,"_type":41},"image-4f241dcc1dc6c768f0a7d5777745bad186c541c5-1106x1468-png","#dcecdc",{"_type":44,"aspectRatio":7063,"height":7064,"width":4799},0.7534059945504087,1468,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAbCAYAAAB836\u002FYAAAACXBIWXMAAAsTAAALEwEAmpwYAAAElklEQVR4nG1VyXbjOAzU\u002F\u002F\u002FQzKFfd5zF+yLLlmxZC7VvpHbZSfccah4hJ5Oe9AGPsFAsAkWAVlju4E\u002FmpBYM74iDvYfODjA8HadAxyU+w83sP+5huQPl8w8JfAdbkYnp9hl\u002FP\u002FyF77NveFxN8Lx5xO68gRWbX\u002FDs\u002F4QycInO92yO0N0DZuoLvk+\u002F4WH+HZPlA55WEyy1OTRLpbjEXaLfM1Y+l3hw9pjvp0Q0V6d42T3haT3BZPGDSB\u002FvpI+rB8p2oc1IEiexvhLKEjfGCpPlDyKQRGSSYPlAhJ+NMKsJVscFzPD0lVCmLgmft4+Y7p4p08V+RlksDwvyX7ZPeNk8YSbj6pQwK32Bc2D8R2jHFzpBrjJLGTx5OnR31FGuB1vD9rSGet6Ot+4cCGOG5w8NvcIdCaXAm8MKbuyAtzmKNkdeZ0jLBDGPEGQ+dPuIpTrHyTGQiIhiWZ2O+CZHWsUICx9ewaDI03TziKzI0F97suE24PZ2w\u002FU2QFQCru\u002FAMHXEaYS2b9EPd9y1R9e3hEl5gpAHUFjqIMojcMFR1RXKqkLTNLjernj7+UZrWQukRYKCFyhLgbIqUdfVbyZqjrgMoVxCE5ZvIclj+sirgta6q9AOLZqhQSZSuIGNKAtRVAV4xQlTNgJVW6LqKvCmQCQCKKq5w+awJnB3bUe7SeuIVH43LB0bbQ0vYnSAjElMf+vQDg2V68UMvtTQYEfY\u002FgWi5KM2g9RmuJc7IE5j2N4FjmdTyV3fEeb2esOvf37i9e2GPM\u002FgBs5IqPsavNRFznMi5aJAWYmPTW3fICsTRHlwx4wadkOHt19v+PnrjS6H1\u002FeSl8YMqrGBHzMUVYa8TJFXGUTLUXWCftuBCe28gxe5EFI30rdB\u002F9pT2XVf055A+FBe9hMsdlOEiU+gpq\u002FRDDX5UnjLNakH59sp\u002FIiRxsOrbK0ew+tAFxelESz\u002FAi93oaj2GpZvUqlN26Bpa7Rtg7ZrUZUVmMdwsgzYvkUajpgGdVNTezVNjSxPwUIXbmpD2btbKkm2Tc4zskLkKEQBXnLyozyEnzAkeULxrEiRFikynoKXBaqmpOkxYwPK7PCExX4KFjko6hxFnYHXOfWV1CUuQpxcHdvjGm74jhlx737CY7ixDXnByvzwTOA0T9Bfu3svduTXXQ0v9LA3VKj6lkZP3q6Mv2OqpgILGI6mBt3bQ9HcLWUnW6auaxojOYJSI9lzck7DJECY+iRDVdWoamly5GoIIRAnMZzAxik4QtlZK5yYThMhR4yMj6scrbIVpKEb2ojScNRQZB+YTGQoyhwRD3AKj1Ce9xP6M2Kyx1oO0Rb3lZOGXsKgnVWs1AVNg2jGmDTeFqRhmAW4BGfo\u002Fh7K6jTH8aLRyfIpks+TLFX6cmKYz+h5O1k60jyldiLcfe36FkkWw2RnGPJSDp4KP2VjmwhOvcb5uErLiwxJEZHJ0eMUH2PyKev7jsgTHuEc6pJwBzs24WcMfub9ZmHuI+YhQu4h5NKP6BthU0Z+UsZIq4QeBj3QoKjuGhrbQmZ6\u002FGz+\u002FsOXQCs+w0pMGMHhC0bu1bwd9myDfwH9l7BuMr\u002FBJAAAAABJRU5ErkJggg==","accounting-tasks-ai.png",{"_type":2836,"asset":7068},{"_ref":7060,"_type":41},{"_key":7070,"_type":429,"children":7071,"markDefs":7076,"style":454},"af12d4480474",[7072],{"_key":7073,"_type":433,"marks":7074,"text":7075},"b7dc1b7e3d00",[],"Watch the webinar “Understanding Agentic AI in Accounting” to get a practical walkthrough of how intelligent automation works inside real ERP environments",[],{"_key":7078,"_type":2824,"data":7079,"embed":7080,"markDefs":6,"type":6132},"da38169b403a",{"caption":6,"url":6130},{"url":6130},{"_key":7082,"_type":429,"children":7083,"markDefs":7088,"style":454},"8981e641a52d",[7084],{"_key":7085,"_type":433,"marks":7086,"text":7087},"bc2262777bc3",[],"You have now seen how AI agents can take finance automation beyond templates and scripts. From prompting to logic design to real ERP integration, Trigger Agents are changing the way finance teams work. They reduce friction, improve accuracy, and allow your team to focus on what matters most.",[],{"_key":7090,"_type":429,"children":7091,"markDefs":7096,"style":454},"54fb520c1bf0",[7092],{"_key":7093,"_type":433,"marks":7094,"text":7095},"01214a82aec1",[],"Up next: Module 3: AI for Your Role: Unlock Strategic Advantage. Discover how AI adapts to your role, whether you are a CFO, controller, or accountant, and see how Nominal connects it all.",[],{"_key":7098,"_type":429,"children":7099,"markDefs":7112,"style":454},"61c9c6c85257",[7100,7104,7108],{"_key":7101,"_type":433,"marks":7102,"text":7103},"673521e7b487",[],"See it in your own workflows: ",{"_key":7105,"_type":433,"marks":7106,"text":6327},"e3d713e7df85",[7107],"b20aa1ee0cef",{"_key":7109,"_type":433,"marks":7110,"text":7111},"d8f51feaa954",[]," to explore how Trigger Agents can power intelligent automation in your environment.",[7113],{"_key":7107,"_type":2628,"linkPageModule":12,"newTab":12,"page":7114,"type":23,"url":6},{"slug":21,"title":22},{"_key":7116,"_type":429,"children":7117,"markDefs":7122,"style":3077},"77d806aadd6b",[7118],{"_key":7119,"_type":433,"marks":7120,"text":7121},"2033b245c6eb",[],"Other Resources",[],{"_key":7124,"_type":429,"children":7125,"markDefs":7130,"style":454},"5dd6a91eb58a",[7126],{"_key":7127,"_type":433,"marks":7128,"text":7129},"c87a16940f4a",[],"Download and use these tools to reinforce your learning:",[],{"_key":7132,"_type":429,"children":7133,"markDefs":7139,"style":454},"f6e272fb12d1",[7134],{"_key":7135,"_type":433,"marks":7136,"text":7138},"0fd0c4cc6b60",[7137],"769c000ee11b","Prompting Guide for Finance Teams",[7140],{"_key":7137,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6164},{"_key":7142,"_type":429,"children":7143,"markDefs":7148,"style":454},"13fb9b71395b",[7144],{"_key":7145,"_type":433,"marks":7146,"text":7048},"4e452420d4ea",[7147],"33a52bc5cb25",[7149],{"_key":7147,"_type":2628,"linkPageModule":12,"newTab":13,"page":6,"type":14,"url":6186},{"_key":7151,"_type":429,"children":7152,"markDefs":7158,"style":454},"18b988fda474",[7153],{"_key":7154,"_type":433,"marks":7155,"text":7157},"0dc29da43259",[7156],"f25a22effe02","Glossary: Trigger Agent 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2: Building Smart Workflows with Trigger Agents","2026-05-06T20:30:07Z","\u002Fresources\u002Fmodule-2-building-smart-workflows-with-trigger-agents",{"altText":6,"asset":7184,"bgColor":1818,"caption":6,"dimensions":7185,"lqip":7168,"originalFilename":7169},{"_ref":7166,"_type":41},{"_type":44,"aspectRatio":570,"height":571,"width":572},{"_id":7187,"_type":458,"categories":7188,"content":7191,"formRef":6,"formats":7677,"globalSeo":7680,"headerImage":7681,"orderRank":7687,"seo":7688,"slug":7702,"text":7198,"thumbnailImage":7703,"title":7700},"ccc10ecd-3c80-4191-a53b-99ebeeb48899",[7189],{"_id":5932,"group":462,"slug":7190,"title":239},{"_type":464,"current":5934},[7192,7200,7208,7216,7224,7232,7240,7248,7255,7263,7271,7279,7287,7301,7309,7317,7325,7333,7341,7349,7357,7365,7373,7381,7389,7397,7405,7420,7428,7436,7444,7452,7460,7468,7476,7484,7492,7500,7504,7512,7519,7526,7533,7540,7554,7562,7566,7574,7582,7589,7600,7611,7622,7633,7640,7647,7657,7667],{"_key":7193,"_type":429,"children":7194,"markDefs":7199,"style":454},"4809abe2b429",[7195],{"_key":7196,"_type":433,"marks":7197,"text":7198},"71cfd1935edd",[],"Explore how artificial intelligence is redefining financial strategy, forecasting, and decision-making.",[],{"_key":7201,"_type":429,"children":7202,"markDefs":7207,"style":2613},"b6ff00a8e1b0",[7203],{"_key":7204,"_type":433,"marks":7205,"text":7206},"97b747c27a32",[],"What You’ll Learn:",[],{"_key":7209,"_type":429,"children":7210,"level":45,"listItem":484,"markDefs":7215,"style":454},"0505f5af97ab",[7211],{"_key":7212,"_type":433,"marks":7213,"text":7214},"47945e8662f6",[],"Identify the hidden inefficiencies in manual finance workflows",[],{"_key":7217,"_type":429,"children":7218,"level":45,"listItem":484,"markDefs":7223,"style":454},"9a8e3548db06",[7219],{"_key":7220,"_type":433,"marks":7221,"text":7222},"55d75799b9b7",[],"Explain how automation is evolving into intelligent finance",[],{"_key":7225,"_type":429,"children":7226,"level":45,"listItem":484,"markDefs":7231,"style":454},"3ad6c531fa46",[7227],{"_key":7228,"_type":433,"marks":7229,"text":7230},"2c031d7aa3b8",[],"Understand the difference between AI agents and agentic AI",[],{"_key":7233,"_type":429,"children":7234,"level":45,"listItem":484,"markDefs":7239,"style":454},"52056879cbe7",[7235],{"_key":7236,"_type":433,"marks":7237,"text":7238},"fc2e0db851d0",[],"Recognize where your team may be over-relying on spreadsheets",[],{"_key":7241,"_type":429,"children":7242,"level":45,"listItem":484,"markDefs":7247,"style":454},"c1e055e0f14a",[7243],{"_key":7244,"_type":433,"marks":7245,"text":7246},"ebde822545e1",[],"Start mapping how AI fits into your close and consolidation process",[],{"_key":7249,"_type":429,"children":7250,"markDefs":7254,"style":2613},"fe294a6c1818",[7251],{"_key":7252,"_type":433,"marks":7253,"text":6006},"185ee5183f6d",[],[],{"_key":7256,"_type":429,"children":7257,"markDefs":7262,"style":454},"29ddadf4657e",[7258],{"_key":7259,"_type":433,"marks":7260,"text":7261},"2c221d1dc52f",[],"Manual work isn’t just slow. It’s risky. Every hour spent reconciling is an hour not spent analyzing.",[],{"_key":7264,"_type":429,"children":7265,"markDefs":7270,"style":2613},"feb38e804e70",[7266],{"_key":7267,"_type":433,"marks":7268,"text":7269},"3ed2203ebbae",[],"1. The AI Imperative in Finance",[],{"_key":7272,"_type":429,"children":7273,"markDefs":7278,"style":454},"7ecf634fad69",[7274],{"_key":7275,"_type":433,"marks":7276,"text":7277},"781d5524173a",[],"Over the past decade, finance teams have invested heavily in process optimization. Yet most still operate in a reactive, spreadsheet-driven environment.",[],{"_key":7280,"_type":429,"children":7281,"markDefs":7286,"style":454},"3f1308d2052d",[7282],{"_key":7283,"_type":433,"marks":7284,"text":7285},"505fa8428c16",[],"According to Gartner, one in three accountants regularly makes multiple errors per week due to capacity constraints. And while nearly all companies are investing in AI, McKinsey reports that just 1 percent consider themselves fully mature in its deployment.",[],{"_key":7288,"_type":2824,"data":7289,"image":7299,"markDefs":6,"type":2836},"d6e8e0181740",{"altText":7290,"asset":7291,"bgColor":7293,"caption":6,"dimensions":7294,"lqip":7297,"originalFilename":7298},"Nominal branded vertical infographic titled \"Why AI in Finance Can't Be Ignored,\" presenting statistics from CFO Dive, Techradar, Gartner, and McKinsey on spreadsheet reliance, accountant errors, CFO AI investment, and the business case for finance automation.",{"_ref":7292,"_type":41},"image-afe986cdd952b3cca47093605dfc144aeb994ea8-1106x3275-png","#f8f9f1",{"_type":44,"aspectRatio":7295,"height":7296,"width":4799},0.3377099236641221,3275,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAA7CAYAAAB7c6ruAAAACXBIWXMAAAsTAAALEwEAmpwYAAAMg0lEQVR4nIWX+VeUV5rH61+IyC5LQW1AUUWxg+CG4jIu6ZnOzJx0x5w+sZPumOnEdM90ptPRdPokThYxnqhHTUeNJhgTMVFjtN1B2RQRZN+XKqAKKKCqoBao4jPnXsCJneTMD99zn\u002Fe5z\u002F3e5z7Pve95HkVwUBA\u002FhrCQENSqeJKTktCq1cQrY4mLjWFJRAShwcE\u002FuiY4KAjFgrB40SIWf0+OCAvFlGJg5YrlLM3NISszg\u002FS0VDQqldxM2s\u002FjMUIxuSQykqjISCLCwh4hKiJCemY0JGNI1qNPTCRBpyUuNpbI8HDCQ0Mfs48IC5OeK2JjYkhNSSErIwNjcjJJCQkY9Hp5VEGSrNdjSkmREPMCYl7YiXmDXk+KwSDl2OhoFDHR0VKRlZlJmskk5cz0dHKzs8nJyiIzI0PKy\u002FLyWJ6fz4ply6SckZYmydNMJmkvZGVMzNyRxRGilywhJipKIikxkbylS1mak0NuTo4kWpaf\u002F4gwLzeXRJ1Ohil6fp1IluB6lJQFhCxejCo+Tnqck51Fft5SVq1cQX5eHrk52eQtzSUrM514pVLaLv7HpPyAMChI7pyg08g4phgNpKamYDQmo9cnYkhOIjFRR3TUEkkY\u002FFPXZgGhYaFEJ6jR5qahSTeiVMURGxtNnFJJfJwSVVycvI8R4WH\u002FP2FIaAixqXqMW7eQ8cpWTL9+CtWyTNRajQy+SFJ2ZqZMiE6jkVcl+EcJFwex+IkniIiNRv\u002FvG0jf8SzJz24h9aWnSf31v2LKz2FNQQGbN25k\u002Fbp1rC0slPEUdzL4xwkXS8JIlZKUbT+XRHGrsubI\u002F+OXGFbkyoyL5IikCLKMjDTilLE\u002FOPYjwuBFiwiPiiRxy2oyXn4G\u002Fb+tJ+nJ1fJbY9LL5KSnp2I06ElKSkCn08grE\u002FKPhHPv8f\u002FecqQmHu36ZRJKk156HRW9RP4otBo1SvGDiIyYS0pw8Pfe9ByHIjI8Qu6kjo+XbzcpKZG0nAwyl+WQuzSbvNwc8vNyWb4sTyInJ4s0U4r0WDw\u002FrVot1woOwaV45plf8KtfbWXHqy+zc+efeOedt9i77332H\u002FyQT44d4rPPj\u002FFZ8XFOfn6ME58d5W\u002FHDrP\u002F4D4+3PeBtH1j55\u002FY8ervJIfgUlRWl3Hj9hVKK69zt7aCuuYamrsf0tbXSHtfE+29TbT3NdNpbqVroI2O\u002FhaaOx\u002FS0PqAB433qHlYRXlNKbcqrlF59zYKu9NKfcd9blZf5WbVVSrqy6jvvk9TXx33WioprbnOrbvXqG6soLG3joc9tVTU35a60nvXqW6qoKGnlq6hVsZcNhTDjkGqG8o5d62Er698xaXbFyhvKONeWxVlD25w4eY3fHP1DFcrL1HdUkF1czmXyy\u002Fy9dUznLtewtWqy1S3ltNqaWTUZUUx4hySHt6qucbNe1cprb1OZeNtatqqqGq6Q+n9G1JfVnuDqsY73G2p4E79Lam7df8a5Q9LudtWQaulAbsgdLjt9Nm6aO1rpKWvQULI7ZZm2i1Nc\u002FreBgmpNzfTZp7Tt\u002FbP2XUMtGAe6cbptqPw+aeY8jpwecZwuechZM\u002F4\u002FPhD\u002FbjbzsjkiBydnjFJNOkdR3Appv1TeHwu3F4nbo8Dj2dunPI45r69Try+SfwBDwG8zODFOj1Os3sIm28cz4xLbjLlc0gbhWtqDNuwBctAD+aBnrnRMgfLQC+DQ33Yx6x4pycJzHrxBtw0uIf4eqyFeqeZsckRRp02ROhm\u002FG4UE84R+syddHa10NXTRld3q5Q7u1vld29\u002FJyOjg4+8dE07qHL2cXykngp7J0MTgwxPDOGYEoQeFJPucbnAajVjGx7AOmzBajNjtVmw2SxyzjU5JncX4RFxq5no5ay9mdqJHoadVuxOm4yl9NDtGZdHGhkZZMxuxTExjMtpZ3JyArdbxM+Fb2ZKGs8E3ExNOxnwjNLqtjHktTPpc8j4eWdcBGY9KKxD7dTX3qDi9kXu3LpE\u002Ff1yLL3t2EcGJLHb42JqysGU28G0341\u002F1ocv4MUT8MjRPyvgkxBJU3S3VnH97Ed8XPQar\u002F\u002F+RQ4V7eZe2RW6W+vp6WjG3N+DxWLGZrPi9kwRmPVLzEoEHhsD+FB0Nldx7vj\u002F8Ppvn+IX65by1kvPcvnLY1SVXubW389zr\u002FI2He3tmM0WHA4HvulpZmZmCAQWiGYlIEBgdhpFa+NdjhTt5Pl\u002FXsmOJ3M5\u002FN\u002FPcfpIEac\u002FPcTJw\u002Fsou3YZi8WC3W5nwjGByzXJ1NQUXp+X6Ufks8wuEDbWlnHknd\u002FzxtY1HH71Kc7v\u002FQPFB3azf89u9u7exeULX0vC8QkHTpdTkomje7wevD4PvmkffuEtIhTTKOoqL3Pi7e188l9PcWHPS1za\u002F5+c\u002FugvHNr3AQf3fcClC9\u002FQ3tGBbXgY16SLmRkffv80M4FpZvzT+AMz+GdnCMyK0Yfifuk5jr+5jWN\u002F\u002FDkl72zjxM6tHHv7Fb44epDvzpVQU11Ju4ihxYLL5ZqP3ePxm\u002F1+UqpvnOWTXc9x8OVN7H\u002FlSd56rpD3djxD8YH3uPrNVzTW1dLf38\u002FQ0BBOpxOv14vP55Ox8\u002Fv9+P0BAoF5QnHkipvnOPjmi+z+zUZ2PbuaPzy9mp0v\u002FpIPd\u002F2RL48e4WHtfWxWm0yKw+lkcnJSwu12S3Kvzze\u002FwfTcke+U\u002FZ3dO1\u002Fld1u38MK\u002FrGL701t4d9ef+fTwES6dP8\u002FDujoGBgeZmJhgyi2S4X4Er8+NTybGy4xfXG4virr6e3x85AB\u002F\u002FcufefON13j\u002Fvd1c\u002FPYiTY3NdHZ20tHZgdVqY8rtZnrGJxdKBASJV8If8BJYeCkVlWVcuvwt3136livXrnC7\u002FA4trS0MDA5gG7ZitQ0yah\u002FB4ZzA6ZpgfMLOqH2Y4RErA4Nm+vq76exqpamlnsamByheeGEb27f\u002Fltdff4233\u002F4rRXve59ChAxw9eoTiUyc5U3Kas2e\u002FlCgpOc2pUyc5evRjDh0+QFHR+3KNWLt9+294\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\u002Ffq1bN70T2zZspFNYnxyE5s3z30vjAvy5s0bKShYJTtU0Q9mZ2fKVyO6VnELFB\u002FtL+LzU8cpPnWcz4uPUfzFp5w5W8yZkmK+Kinm1OkTUlf8xXFOf3mSM2dPceLE3zhw8EOK9r7Hnr3vynr7o4+K2FP0LgrLQBeWoS5a2uuora+ioeU+5sFOhkfNDNp6aO14yP26SmoelEt5aLiXQVsvbR0NVN4tpaz8upzv6mmm39KJwjE5jHXUTFtnI7X1d6lvvE\u002FfQCdjjiGGxyy0dzVRU1fFvdoKaTMyNoDdYaWrt5XqmnIqqsuob6zBMtSDY3IExejEIH0D3bR1ttDU1kBzWyNdfe1YR8wM2y30D3bT3ddGd187\u002FQNd2OwW6UBHTxsNzfUSYl2vpQu7YwjFyLiFAVsv5qHuefQwYO3FNmpmdHyAEYExi\u002FRMQOiGx8zza3qwWOcwNNwnbRUXLpbMLuD8PB7pvjv7OC4uYN7+2+\u002FZzkOxbu0a\u002F4YNa\u002F3r1xf61wlsWBjX+tduKPSvFePC97o1\u002FsLC1f7CNQU\u002FCUVocLAnMiLcEx4e5gkNC\u002FWEhofOj2GeEKFbQESYJyQ0xBO8eLEnOCjoJ\u002FG\u002Fi0KKh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Infographic - Why AI in Finance Can’t Be Ignored.png",{"_type":2836,"asset":7300},{"_ref":7292,"_type":41},{"_key":7302,"_type":429,"children":7303,"markDefs":7308,"style":454},"741c87ef80a4",[7304],{"_key":7305,"_type":433,"marks":7306,"text":7307},"af9187688946",[],"The urgency is real. Manual tasks like reconciliations, consolidations, and close processes consume up to 60 percent of finance teams’ time. That leaves little room for strategic thinking or proactive analysis. Meanwhile, organizations that have adopted intelligent automation are already seeing improvements in forecasting accuracy, reporting speed, and audit readiness.",[],{"_key":7310,"_type":429,"children":7311,"markDefs":7316,"style":454},"0ee819ad098c",[7312],{"_key":7313,"_type":433,"marks":7314,"text":7315},"f2ffa37e8566",[],"This lesson explores why AI is no longer a future concept but a present-day necessity. You’ll learn how forward-looking finance teams are using it to eliminate repetitive work, uncover real-time insights, and shift their focus from data wrangling to strategic decision-making.",[],{"_key":7318,"_type":429,"children":7319,"markDefs":7324,"style":2613},"b342758d1609",[7320],{"_key":7321,"_type":433,"marks":7322,"text":7323},"00631c48c279",[],"2. The Hidden Cost of Manual Work",[],{"_key":7326,"_type":429,"children":7327,"markDefs":7332,"style":454},"71728b8cc498",[7328],{"_key":7329,"_type":433,"marks":7330,"text":7331},"354b2da53fea",[],"Despite years of system upgrades, manual work still dominates core finance tasks. Month-end close, intercompany eliminations, and reconciliations often happen outside the ERP, buried in spreadsheets and shared drives.",[],{"_key":7334,"_type":429,"children":7335,"markDefs":7340,"style":454},"94a1ff336b05",[7336],{"_key":7337,"_type":433,"marks":7338,"text":7339},"423b89c1f341",[],"According to PwC, finance teams spend up to 60 percent of their time collecting and validating data. This isn’t just inefficient. It introduces risk, slows decision-making, and limits your team’s ability to focus on forward-looking analysis.",[],{"_key":7342,"_type":429,"children":7343,"markDefs":7348,"style":454},"2eac60359131",[7344],{"_key":7345,"_type":433,"marks":7346,"text":7347},"1ce7e1d40133",[],"Take this quick quiz to find out where your finance operations stand, and what could be holding you back:",[],{"_key":7350,"_type":429,"children":7351,"markDefs":7356,"style":454},"b368719eea35",[7352],{"_key":7353,"_type":433,"marks":7354,"text":7355},"14a9160de7ec",[],"Manual effort isn't just a workload issue. It's a visibility issue. Without system integration and intelligent automation, teams are forced to rely on workarounds that fragment data and delay insights. This lesson walks through the hidden impacts and sets the stage for smarter, more connected workflows.",[],{"_key":7358,"_type":429,"children":7359,"markDefs":7364,"style":2613},"6c51a32bfbd0",[7360],{"_key":7361,"_type":433,"marks":7362,"text":7363},"b1f25794f3d5",[],"3. From Manual to Intelligent Finance",[],{"_key":7366,"_type":429,"children":7367,"markDefs":7372,"style":454},"76794d3071e5",[7368],{"_key":7369,"_type":433,"marks":7370,"text":7371},"ce33789a2fd9",[],"Automation in finance isn’t new. But most teams are still operating in phase one with basic scripts, batch uploads, and Excel-based workarounds. These tools help, but they’re rigid, hard to scale, and require constant oversight.",[],{"_key":7374,"_type":429,"children":7375,"markDefs":7380,"style":454},"39a2de243aed",[7376],{"_key":7377,"_type":433,"marks":7378,"text":7379},"952939cf652e",[],"Now, finance leaders are moving toward intelligent automation. These systems learn, adapt, and surface insights without needing to be told exactly what to do. AI-powered workflows are transforming how teams approach financial close, anomaly detection, and operational reporting.",[],{"_key":7382,"_type":429,"children":7383,"markDefs":7388,"style":454},"ef5c717ae90f",[7384],{"_key":7385,"_type":433,"marks":7386,"text":7387},"92e9ec863e1d",[],"To see the difference in action, watch a side-by-side case example of a finance process run with and without AI. This quick comparison highlights the real impact of shifting from manual workflows to intelligent agents.",[],{"_key":7390,"_type":429,"children":7391,"markDefs":7396,"style":454},"b2dcab58bc49",[7392],{"_key":7393,"_type":433,"marks":7394,"text":7395},"f7ef0869e149",[],"Watch the Case Example Finance with vs. without AI:",[],{"_key":7398,"_type":429,"children":7399,"markDefs":7404,"style":454},"992dd6e71f09",[7400],{"_key":7401,"_type":433,"marks":7402,"text":7403},"b14d4d38166b",[],"The difference in capabilities is more than technical. It’s strategic. Here’s how Excel, RPA, and AI agents compare when it comes to scale, speed, and intelligence:",[],{"_key":7406,"_type":2824,"data":7407,"image":7418,"markDefs":6,"type":2836},"8098b7c78119",{"altText":7408,"asset":7409,"bgColor":7411,"caption":6,"dimensions":7412,"lqip":7416,"originalFilename":7417},"Comparison table titled \"Excel vs RPA vs AI Agents\" on a cream background, evaluating six features — Setup Time, Automation Level, Scalability, Maintenance, Learning Ability, and Natural Language Support — with colored dot indicators for each tool. Nominal logo at the bottom on a black footer.",{"_ref":7410,"_type":41},"image-e3a30d1ccd31a1d8fc3451c36b56330a6a652612-1560x1282-png","#d1c490",{"_type":44,"aspectRatio":7413,"height":7414,"width":7415},1.216848673946958,1282,1560,"data:image\u002Fpng;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAQCAYAAAAWGF8bAAAACXBIWXMAABYlAAAWJQFJUiTwAAADSElEQVR4nHWTXU\u002FbVhiA80eg1TZVu960q2nVpqm\u002FZdVQKSFJAWldtXaVej1pm7RVhQ1YO5jERyEf2sXKRoEACSIlJLFjwlgh0LB8OXFsHzvPdJy0Bam7eHT8vsfv4\u002Fc9R\u002FbVjRIS3Til3ixRrhf5t3bkcVo9pFR+TqnynHKt+ConkXGt8eJ1bdfjqzZOPIl84bR8yMFhHrWQJl\u002FYJV9Io2jPUPZ22Ps746FoO2TVbW\u002F\u002F8HiP08oh5eqR55AuXyq9Qez3x8zOTzEzN8WjqXHGJx8wMTnK5MMxJn4Z9ZDPErn308\u002F3GZ8cZeq3CWbnppmdn\u002FYcqfQmvtmFab64NUxf\u002F1X6\u002FZ\u002FTd+0z+q5dZcDfTzA4SOhGgGDATyDgZ3BwoLv6CQz6CQb9DA+FGB4Oce\u002Fe14Sjc\u002Fiebj5h7NF9vn3wDT+Mf8ePE98z\u002FusYM\u002FMzhCNhYrEYsWiUaCTM4sI8CwuPWVwME41EiIQXiIQXiUUjLC09YTebwqcdZdlIr\u002FA0tcR6ZoWkGkf5J0OpUkJv6DSbTVqGgdHUqdcrVKsVdL2T1\u002FU6tVqVRkPHMBo0jCq+\u002FaJCMhdnLb1MQomT2k+yf6JRb9awLBMhBO22i+vYWGaTVquJLWwcx8E0bQyjhW3L2KZl6fgKxRyJ7JonTKrrpApJCsd59EYV2zK9wrNCs2UgHIHrupiWoNXqfNRxBabd6Apza8QzK2xpG6T2t14JhWV5he12G9cR2GYLu5uTWLbAsmR37mvhXjHHZrfDhLrOttehSl2vYJsvO2zjCIElhbaN67Y7QpkTMj4jLBwrJHJxVnf+YjO35o28f9Id+YzQFbJDE2HbXiyxHccb95zwZYfyltd2l0nm19krqt0ztM4JhRQKm3b3GMSbhAcvNFJako3Mqife1hIcnGg0mjWELYUCt+14lyK8SxJdoYOQOW9kB8e1O8KtZ3FWE3+yvPGHx0piiWQqTiabQlUz5LUcmpYjn896sarKtYOiZlCUTk4+55QdfMHQAIHgdQKB6521i\u002FytRkZucOfOLe7e\u002FYrbt7\u002Fk5s0RhoaChEKD\u002F4Mf38XeHi729p6np4cLPT28e+kSlz\u002F6kCtXPuWTjy\u002Fzwfvv8c7bb3Ght\u002FeNyNr\u002FAMk9L8HWxILrAAAAAElFTkSuQmCC","Excel vs RPA vs AI Agents - Graphics.png",{"_type":2836,"asset":7419},{"_ref":7410,"_type":41},{"_key":7421,"_type":429,"children":7422,"markDefs":7427,"style":454},"9edeae16e695",[7423],{"_key":7424,"_type":433,"marks":7425,"text":7426},"ef265ec1c3e2",[],"This lesson helps you understand where your team stands today and what’s possible as you move beyond templates and scripts to systems that truly assist your work.",[],{"_key":7429,"_type":429,"children":7430,"markDefs":7435,"style":2613},"883e7713130d",[7431],{"_key":7432,"_type":433,"marks":7433,"text":7434},"9ee8906468bf",[],"4. AI Agents and the Next Step in Automation",[],{"_key":7437,"_type":429,"children":7438,"markDefs":7443,"style":454},"9bcc358281a9",[7439],{"_key":7440,"_type":433,"marks":7441,"text":7442},"14dcfefb27eb",[],"AI agents represent the next evolution in finance technology. Unlike rule-based bots or macros, these tools can interpret context, perform multi-step tasks, and interact with your systems in real time.",[],{"_key":7445,"_type":429,"children":7446,"markDefs":7451,"style":454},"56df257b2b71",[7447],{"_key":7448,"_type":433,"marks":7449,"text":7450},"4b2c0d6f02b3",[],"Think of an AI agent as an autonomous teammate. It can reconcile accounts, monitor anomalies, and even explain outliers. Most importantly, it improves with every task it performs.",[],{"_key":7453,"_type":429,"children":7454,"markDefs":7459,"style":454},"48e022dd880d",[7455],{"_key":7456,"_type":433,"marks":7457,"text":7458},"4c19a8fa2627",[],"In this lesson, you’ll explore what sets AI agents apart and how they’re already transforming workflows across close, consolidation, and financial controls.",[],{"_key":7461,"_type":429,"children":7462,"markDefs":7467,"style":454},"845245316475",[7463],{"_key":7464,"_type":433,"marks":7465,"text":7466},"ee49b7e42e53",[],"Watch the Webinar “AI Agents in Finance & Accounting: Beyond the Hype”5. Agentic AI in Practice",[],{"_key":7469,"_type":429,"children":7470,"markDefs":7475,"style":454},"2517a1573b2f",[7471],{"_key":7472,"_type":433,"marks":7473,"text":7474},"657f55ddedea",[],"Agentic AI takes automation a step further. It does not just assist. It plans, decides, and adapts in real time, coordinating complex finance tasks across systems without needing detailed instructions.",[],{"_key":7477,"_type":429,"children":7478,"markDefs":7483,"style":454},"2776b271b916",[7479],{"_key":7480,"_type":433,"marks":7481,"text":7482},"50637578b968",[],"In finance, this unlocks a new operating model. Teams can move from batch processing and manual checks to continuous consolidation, proactive alerts, and real-time reporting. Instead of reacting to data, they can focus on guiding the business with confidence.",[],{"_key":7485,"_type":429,"children":7486,"markDefs":7491,"style":454},"1478877e6da8",[7487],{"_key":7488,"_type":433,"marks":7489,"text":7490},"218cd2d449e7",[],"In this lesson, you’ll explore how agentic AI works, how it differs from traditional AI agents, and what it enables in day-to-day finance operations.",[],{"_key":7493,"_type":429,"children":7494,"markDefs":7499,"style":454},"e9b17c130693",[7495],{"_key":7496,"_type":433,"marks":7497,"text":7498},"284dae208d9c",[],"To help clarify the shift, we created a side-by-side infographic showing how AI agents compare to agentic AI in terms of autonomy, use cases, and outcomes.",[],{"_key":7501,"_type":2824,"data":7502,"embed":7503,"markDefs":6,"type":6132},"d9daaaaeba9e",{"caption":6,"url":6144},{"url":6144},{"_key":7505,"_type":429,"children":7506,"markDefs":7511,"style":2613},"2f2c95ca5e83",[7507],{"_key":7508,"_type":433,"marks":7509,"text":7510},"aa8ab7dee0c8",[],"5. 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