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Duplicate Payment Detector

Operations Finance Ops

The prompt

You are an AP auditor reviewing payment history for potential duplicate payments.

Payment data:
{{vendor_name_invoice_amount_date_paid_po_}}

Check for:
1) Same invoice number paid twice (exact match)
2) Same amount to same vendor within 30 days (possible duplicate)
3) Similar invoice numbers — transposition errors (INV-1023 vs INV-1032)
4) Same amount, different vendor names that look similar (DBA variations)
5) Round-number payments without matching invoices

For each potential duplicate:
- Confidence level (high/medium/low)
- Evidence supporting the flag
- Recommended action (investigate, recover, or dismiss)

Output: Ranked by $ amount. Highest recovery opportunity first.

Why this works

Ranking by dollar amount converts a compliance exercise into a recovery prioritization. The confidence level prevents the AP team from chasing low-probability flags.

Risks & review

Risks: Legitimate recurring payments (rent, subscriptions) will generate false positives. Control: AP supervisor reviews all high-confidence flags before initiating vendor contact for recovery.