When a finance organization asks where to start with agents, we almost always say the same thing: daily bank reconciliation. Not because it is glamorous. Because it is the perfect first load.
What makes a good first agent
It runs every day. A daily process gives you a daily approval record. Trust accumulates fast.
It touches a system of record. The agent reads bank activity and general ledger open items, matches transactions, and proposes correcting entries. Those entries post to the real ledger. Nothing about it is a demo.
Its exceptions are a known taxonomy. Returned items, bank fees, unrecorded receipts, timing differences. The categories are finite and the accountants already have names for them. That makes the agent's judgment reviewable.
Its owner is clear. The controller. One named approver, one queue, one person whose morning gets shorter.
What the organization learns
Reconciliation is the first agent, not the point. Running it teaches four things the second agent needs:
- How a proposal looks when it lands in an approval queue, rendered as a readable document rather than a payload.
- How escalation works when the agent is unsure and emails the controller a question.
- How the audit log reads to an internal auditor.
- How an action type graduates from human-approved to auto-approved, and how to turn it back.
Cash application, invoice matching, close-task coordination, and chargeback recovery are each a playbook and at most a connector away. They inherit the approvals, the audit, the scheduling, and the console on day one.
Start with the boring one. It is the fastest way to earn the right to do the interesting ones.