Payment matchingAIENCS
From legacy rules to AI, safely

Bank payments matched to invoices, with AI where it helps and a person where it matters.

A working reference app on synthetic data (fictional Demo Bank). Rules settle the easy cases, a model reads the messy ones, code checks every answer, and anything uncertain goes to you.

  1. Bank statementuntrusted text from the payer
  2. Rulesported from the legacy system, settle most payments
  3. AI modelreads what the rules cannot; small model first
  4. Validation by codea model's answer is never trusted on its own
  5. Youconfirm, reject or match what is uncertain