Controller

49% of Finance Teams Still Run Manual Processes. The Controller's Automation Playbook.

ChatFin Team

12 min

Gartner's 2025 controller benchmarking shows 49% of finance teams are still running primarily manual processes. Here is what the winning 51% do differently.

Key Takeaways

Business Impact Organizations deploying these solutions are seeing measurable improvements in speed, accuracy, and cost efficiency.
Data Foundation Success requires clean data and disciplined governance as the foundation for automation and AI.
Change Management Technology is only half the equation. Process redesign and organizational alignment determine success.
Competitive Advantage Finance teams that move now are building capabilities that competitors will spend years trying to replicate.
Speed of Execution The organizations winning are not using better tools. They are executing faster and learning quicker.

Nearly half of finance teams are still mostly manual. Not partially automated. Mostly manual. That gap between automation leaders and laggards is widening. Controllers are not making strategic decisions because they are drowning in operational work.

49% Still Mostly Manual

Gartner's 2025 Controller benchmarking found that 49% of finance teams are running primarily manual processes. The other 51% have moved to automated workflows for at least 60% of operational work. That gap is the competitive separator.

Controllers stuck in manual processes are spending 70% of their time on operations. Controllers with automated processes spend 40% on operations and 60% on strategic work. That is the difference between being an operations manager and being a finance leader.

The Automation Playbook

Controllers winning the automation game are following a consistent playbook. Start with the biggest pain points. Use technology to eliminate them. Repeat.

Identify the top 3 pain points: Where is your team spending the most time? Where do errors happen most frequently? What is causing month-end stress? Start there.

Solve the pain point, not the tool: Do not ask what software tool to buy. Ask how to solve the pain point. Sometimes the tool is automation software. Sometimes it is process redesign. Sometimes it is both.

Build momentum with early wins: Get one automation working and visible. Celebrate it. Use success to justify the next project. Momentum is contagious.

The Low-Hanging Fruit

Most finance teams have obvious opportunities that are not being automated. Manual data entry between systems. Spreadsheet consolidation. Exception handling. These are expensive to do manually, cheap to automate, and quick to implement.

Controllers that have moved fast on automation started with these opportunities. They saw results in 30-60 days. That gave them proof of concept to move to the harder stuff like close cycle automation and consolidation.

"We had no idea how much time we were wasting on manual work until we automated the first process. Then we could not believe we had tolerated it for so long." - Controller, Regional Bank

Building a Continuous Improvement Culture

Controllers winning at automation are building continuous improvement into their teams. They ask people to identify where processes can be automated. They experiment quickly. They celebrate success and learn from failure.

The finance teams that are still mostly manual are not bad at their jobs. They are just not improving fast enough. Automation is not a one-time project. It is a mindset. Controllers that embrace that mindset build teams that are constantly getting better.

Automation Is the Controller's Competitive Advantage

Controllers that move fast on automation are building finance organizations that can do more with less. They are freeing up their teams from operational work to do strategic work. That is not just better for the team. It is better for the business.

Controllers still running mostly manual processes need to ask themselves: what am I waiting for? The tools exist. The playbook exists. The only thing missing is the decision to move.

The ChatFin Advantage: Enterprise Finance Automation Platform

ChatFin is a finance AI super-agent platform that runs directly inside your ERP - NetSuite, SAP, Oracle, or Acumatica. Unlike disconnected point solutions that create more integration work, ChatFin connects AP, AR, reconciliation, forecasting, and compliance in a single autonomous system. With 100+ pre-built finance agents, ChatFin teams deploy agentic automation in weeks, not months. The platform learns your workflows, handles exceptions intelligently, and surfaces only true anomalies for human review.

Organizations deploying ChatFin report measurable results: 40-60% reduction in close cycle time, 80%+ automation rates on exception handling, and finance teams freed from tactical work to focus on strategic priorities. ChatFin does not replace finance judgment. It eliminates the mechanical work that masks it.

Single Platform Integration: Works with your existing ERP. No separate logins, no data silos, no reconciliation between systems.

100+ Pre-Built Agents: Deploy agents for reconciliation, forecasting, compliance, and reporting. Customize in minutes, not months.

Production Ready: Audit trails, governance, and controls built in. No compliance rework after deployment.

Learn more: Controller's Guide to Finance Automation: Building the Modern Finance Function

Additional resource: Accounts Payable AI Automation: CFO Decision Guide for 2026