Most controllers we talk to know they want to automate AP. They just aren't sure if their setup is ready.

Here's a quick read. If three or more of these sound familiar, you're past ready.

1. Your AP team spends more time keying than reviewing

If invoices are getting typed in line by line, an agent will save you the most time. The mechanical work goes first. The judgment work stays with your team.

2. The same five vendors cause 80% of the exceptions

You probably already know who they are. Inconsistent PO numbers, missing line items, weird payment terms. Agents handle the routine cleanly, which makes the messy ones easier to spot.

3. Month-end close runs into the second week

If reconciliation is what's stretching your close, that's the second workflow we usually ship. Once invoices flow through cleanly, the recs start to follow.

4. You've added headcount and the queue is still growing

This is the hard one. You hired, the volume grew, the queue grew with it. That's a sign the underlying work doesn't scale linearly with people. It scales with throughput.

5. Your auditors have started asking about AI controls

If they're already asking, you're already in the conversation. Better to be the controller who chose the platform with reversible logs than the one explaining a pilot that went sideways.

What "ready" actually requires

Honestly: a clean ERP, halfway-decent vendor master data, and someone on the team willing to spend two hours a week reviewing the agent's first month.

That's it. If you're missing those, fix those first. If you have them, the rest is just deciding to start.