INVOICE PROCESSING
Draft Vendor Dispute Notes for Statement Discrepancies
An agent reviews reconciliation gaps between a vendor statement and recorded invoices, researches each discrepancy in the ledger.
How it runs
The automated pipeline, trigger to output.
- TriggerReconciliation produces unresolved gaps
- ActionQuery full invoice history from PostgresPostgres
- LogicCategorize each gap and choose a resolution
- LogicCompose per-vendor dispute note
- OutputCreate dispute note in NotionNotion
What it does
Takes the raw gaps from a statement reconciliation and turns them into something AP can act on: for each discrepancy the agent investigates the underlying invoice history, decides whether it looks like a vendor error, a timing difference, or a genuine missing invoice, and writes a clear dispute note with a recommended next step.
When to use it
When reconciliation already surfaces gaps but a human still has to spend hours figuring out which ones are real and what to say to the vendor. Use it to pre-draft disputes so AP only reviews and sends.
How it works
- 1Triggered when a reconciliation run produces unresolved discrepancies.
- 2The agent reads each flagged line item and queries Postgres for that invoice's full history (amounts, dates, payment status).
- 3It reasons over the evidence to categorize the gap and pick a recommended resolution.
- 4For each vendor it composes a dispute note explaining the discrepancy and the recommended action.
- 5The note is created as a Notion page in the AP disputes database for human review and send.
Set it up
What you configure once, before turning it on.
- 1Connect PostgresAny Postgres URL — query, write, migrate.
- 2Connect NotionPages, databases, comments.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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