invoice-ap-agent

Accounts-payable agent: LLM extraction of messy invoices + deterministic 3-way match (invoice/PO/receipt) + human-in-the-loop review, with a safety gate that no bad invoice is ever auto-approved. Fully offline.

Accounts payable is the textbook agentic use case from the 2026 playbooks (OpenAI, MLflow, IBM): unstructured documents, nuanced judgement, brittle rules. But the lesson those guides hammer is reserve the LLM for ambiguity and route anything with a binary-correct answer to typed code. This repo does exactly that, and the most impressive thing it does is not use an agent for the part that moves money.