2 Accounts Receivable AI Agents, Live in Production.
2 live agents automate accounts receivable within finance. 1 runs on a schedule and 1 runs on demand. Each one publishes the inputs it needs, the steps it works through and what it hands back.
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Cash Application
Apply incoming receipts to the right invoices, and leave on account what cannot be identified rather than allocating it to the oldest debt to clear the ledger.
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Customer Invoice Dispute Resolution
Work out whether a customer's invoice dispute is right, what it is holding up, and whether the amount is worth the relationship. Nothing is sent.
Leaving unidentified cash on account instead of clearing the oldest debt
Cash application looks like a matching problem and is really a discipline problem. When a receipt arrives without a clean remittance, the fastest resolution is to allocate it against the oldest open invoice — the ledger clears, the ageing improves, and the reconciliation closes. It is also how a receivables ledger stops describing reality: collections chase invoices that were quietly settled by an unrelated payment, the ageing report understates genuine exposure, and by the time someone unwinds it the audit trail is months deep. Disputes compound the distortion. A disputed invoice sits in the ageing as ordinary overdue debt, so nobody knows how much of the balance is a collection problem and how much is a disagreement about whether the charge was right.
These two agents keep the ledger honest. Cash Application applies incoming receipts to the right invoices and leaves on account what cannot be identified — explicitly rather than allocating it to the oldest debt to clear the ledger. That single behaviour is what preserves the meaning of the ageing report. Customer Invoice Dispute Resolution establishes whether the customer’s dispute is actually right, what the disagreement is holding up, and whether the amount in question is worth the relationship, and sends nothing — the recommendation goes to whoever owns the account. The judgement about a commercial concession stays where it belongs; what the agent removes is the hour of reconstruction that currently precedes it.
What this moves
- Misapplied receipts
- Cash is applied to the invoices the remittance actually identifies, and what cannot be identified stays on account rather than being allocated to age the ledger favourably.
- Time to resolve a disputed invoice
- Whether the customer is right, what the dispute is holding up, and whether the amount is worth the relationship are established before anyone replies.
- Aged debt that is actually collectable
- Not clearing unidentified cash against old invoices keeps the ageing honest, so collections effort goes to debt that genuinely exists.
Finance
How AI agents handle accounts receivable
Drawn from the 2 agents above — what they require, how they run, and what comes back.
What they need
- Receipts to apply
- Open sales ledger
- Application rules
- The dispute
- Context
What comes back
- Applied with certainty
- For the cash allocator
- Leave on account
- Receipt to invoice
- Where this should land
- Response to the customer
- What the evidence supports
- What is established
How they run
- Runs on a schedule
- 1
- Run on demand
- 1
- Steps per run
- 4
- Credits per run
- 7–8
Where accounts receivable fits in finance
Matching, reconciling and chasing is high-volume work with very little judgement in it. Moving that to agents is what turns a compressed close into a normal week.
Next Step
Deploying accounts receivable agents
These run as-is against the inputs listed above. Most deployments adapt one — a different source system, a different tolerance, a different approval path. The first call establishes which.