DANIEL KIRCHNER
All projects

AI Audit Assistant for Certification & Compliance

PythonLangGraphFastAPIAzure OpenAIpgvectorNext.js

Problem

An assistant for certification audits. Auditors write raw notes. Those notes have to become structured findings that match the standards. Free text without a source is useless in an audit.

Constraints

Industry: certification and compliance. Every claim needs a clause in the standard. No client name, no auditor contacts.

Architecture

Several LangGraph agents, RAG over the standards, a source on every claim. Azure OpenAI, pgvector, FastAPI, Next.js.

Evaluation

Without source grounding the output is useless in an audit. A finding without a clause counts as an error, not a draft.

Beta. Findings tied to the standard, not free text nobody can check.