This is a follow-up to AI Workflow Automation for Finance Teams: Where to Start. That post makes the general case for starting upstream of reconciliations. This one gets specific about which close-calendar steps I check first.
Start with the close calendar, not the chart of accounts
Most close automation conversations start with a list of accounts or a list of systems. I start with the calendar: what has to happen on day one, day three, day five, and what’s actually blocking the step after it. If a step on day three consistently slips to day five, that slip is costing you the rest of the close, not just that one task.
The three places I usually find the leak
Manual data pulls that only one person knows how to run. If a single person’s spreadsheet macro or personal process is a dependency for the whole team, that’s a risk before it’s even an efficiency problem.
Approval steps waiting on someone outside the finance team. A business unit head who takes two days to confirm an accrual number is often the real critical path, not the accounting entry itself.
Reconciliations with no clear ownership of exceptions. The reconciliation itself might run fine. What takes time is deciding who chases down the one line item that doesn’t match.
Why this matters for controls, not just speed
Every fix here needs to keep an audit trail. Cutting close time from thirty days to eight only means something if the finance team, and later the external auditor, can still see who approved what and when. That’s the same standard I apply in Finance & Reporting Automation engagements.
If your close calendar has a step that keeps slipping, book a free AI Readiness Audit and bring it. I’ll tell you honestly whether it’s an automation problem or an ownership problem, because it’s usually one or the other.