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AI in Finance and Accounting

Agentic Workflow Automation: What It Means for Accounting

Judy Chang
May 5, 2025

Agentic workflows use AI agents to autonomously execute and adapt accounting tasks like reconciliations, consolidations, and the month-end close. This shift from rigid automation to intelligent orchestration helps finance teams reduce manual effort, improve accuracy, and focus on more strategic work.

Most automation in finance still relies on static rules and manual oversight. A new approach is changing that. It brings intelligence, adaptability, and true autonomy into the core of financial operations.

This is the power of the agentic workflow. In this model, AI agents don’t just support your team. They take action. These agents understand context, make decisions, and execute complex tasks like reconciliations or intercompany eliminations with little to no human input.

Traditional automation tools often struggle when processes deviate from expected patterns. Agentic workflows are different. They are dynamic, able to learn, adapt, and improve over time, just like a skilled finance team member. That flexibility makes a real difference in high-stakes, high-volume processes like the month-end close.

In this article, we’ll define what agentic workflows are, show how they’re reshaping accounting, and explain why finance leaders are adopting them to drive accuracy, efficiency, and real-time insight across their operations.

What Are Agentic Workflows?

An agentic workflow is a system powered by AI agents that can independently execute tasks, make decisions, and adapt to changing conditions without constant human input. This model goes beyond traditional automation by adding reasoning, context awareness, and initiative to financial operations.

You can think of an AI agent as a digital team member. It understands the objective, breaks tasks into steps, pulls the right data, and adjusts its actions based on real-time conditions. In accounting, this might look like a system that not only reconciles transactions but also flags discrepancies, explains variances, and takes steps to resolve them.

What sets this type of automation apart from rule-based tools like RPA is its flexibility. Robotic processes follow rigid scripts and often fail when something unexpected occurs. AI agents are different. They learn from new patterns and apply that knowledge the next time a similar scenario appears.

This approach does more than streamline individual tasks. It introduces intelligent coordination and adaptability into the accounting process. Teams become more scalable, more resilient, and better equipped to respond to the changing needs of the business.

Agentic Workflows in Accounting: Real-World Applications

While the idea of AI agents may sound abstract at first, their impact becomes tangible when applied to the everyday work of finance teams. These intelligent systems are already transforming some of the most manual and error-prone processes in accounting.

Reconciliation Automation

AI agents can ingest data from multiple systems, match transactions based on context and historical behavior, and resolve discrepancies automatically. This removes the need for spreadsheet matching or endless email threads. 

Instead of waiting on approvals or back-and-forth communication, finance teams can trust that reconciliations are handled accurately and efficiently in the background.

Month-End Close

Closing the books often means tracking dozens of tasks across different teams, time zones, and systems. AI agents bring coordination and control to this process. 

They assign responsibilities, monitor progress, and reallocate tasks when needed. With intelligent oversight in place, teams can close faster, with fewer delays and surprises.

Multi-Entity Consolidation

Managing data across multiple entities is complex. AI agents simplify this by processing intercompany eliminations, applying the correct currency conversions, and rolling up financials into a unified view. 

What used to take hours of manual work now happens continuously in the background, giving finance leaders faster access to consolidated reports.

Variance Analysis

AI agents do more than just execute tasks. They can also detect trends, highlight anomalies, and provide explanations based on historical context. Instead of combing through spreadsheets to find out why a number changed, finance teams get clear, data-backed insights in real time. This improves visibility and helps teams stay proactive.

Benefits of Intelligent Workflows in Finance

Agentic workflows are not just about automation. They represent a smarter, more adaptive way of working that gives finance teams real leverage over time, accuracy, and complexity. Here are the key advantages finance leaders are already seeing.

Increased Efficiency

By offloading repetitive and time-consuming tasks to AI agents, teams can move faster and reduce their reliance on manual processes. This allows more time for planning, forecasting, and strategic analysis rather than chasing down numbers or reconciling mismatches.

Greater Accuracy

AI agents operate with consistency and learn from previous cycles, minimizing human error and improving the quality of financial data. This leads to more reliable reports and fewer issues during audits or internal reviews.

Better Compliance and Control

With detailed activity logs, audit trails, and rule-based oversight built in, agent-led processes help ensure compliance with accounting standards and regulatory requirements. Finance teams gain confidence that workflows are not only efficient but also fully traceable.

Scalability and Resilience

As organizations grow, so do their financial workflows. Agentic systems scale naturally without requiring significant process redesign or headcount increases. They also adapt to change more easily, helping teams stay productive during busy periods, reorganizations, or expansion.

More Strategic Focus

When AI handles the operational load, finance professionals can shift their focus to higher-value work. Whether it’s scenario modeling, cross-functional planning, or guiding business decisions, teams are empowered to contribute at a more strategic level.

Implementing Agentic Workflows with Nominal

Adopting intelligent workflows doesn't require a complete overhaul of your finance systems. With Nominal, teams can activate AI agents within their existing processes and begin seeing results quickly. Our platform is built to bring intelligence into the workflows you already manage, without adding complexity.

Seamless Integration

Nominal connects directly to your accounting systems, spreadsheets, and data sources. This means agents can begin operating across your current infrastructure without lengthy setup or process disruption.

Smart Orchestration

Our agents don't just execute tasks. They orchestrate them. They understand dependencies, monitor progress, and adapt as new data or exceptions emerge. Whether it's managing close tasks, performing reconciliations, or generating consolidated reports, agents ensure nothing slips through the cracks.

Built for Finance Teams

Nominal is designed with finance professionals in mind. The platform makes it easy to assign roles, define review layers, and maintain oversight without micromanaging the process. You stay in control, while the agents handle the heavy lifting.

Scalable and Configurable

From startups managing multiple entities to large enterprises navigating global operations, Nominal adapts to your needs. You can start with a single workflow, then expand to automate others as your team gains confidence in the system.

Implementing agentic workflows with Nominal is not a future ambition. It’s a present-day advantage, and one that grows more valuable with every cycle your team runs.

Agentic workflows are redefining how finance teams operate. By giving AI agents responsibility for routine and complex tasks, organizations can reduce manual effort, increase accuracy, and gain better visibility into their financial operations.

This shift is not a future vision. It’s already happening. With Nominal, finance teams can start small, scale intelligently, and unlock time for more strategic work across the business.

Ready to see how agentic workflows can transform your finance operations? Book a demo and experience intelligent accounting in action.

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About the writer

Judy Chang
Judy Chang

Judy Chang is a seasoned marketing leader with over 14 years of experience in the tech industry, working across a variety of companies from large enterprises to early-stage startups. Her journey includes pivotal roles at industry leaders like Palm Inc. (acquired by HP), Juniper Networks, Medallia, Startup Grind, and several innovative startups.

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