Monitor changing sources
Watch sources including ČNB, EBA, and EUR-Lex; analyze new content with AI and ingest relevant material.
Applied AI · Knowledge retrieval · Monitoring
Compliance AI
Connecting regulatory source monitoring, AI-assisted triage, and answers drawn from an indexed knowledge base.
- Contribution
- AI application development
- Period
- May–September 2026 · Ongoing
- Status
- Deployed · Evaluation incomplete
From new sources to grounded answers.
Regulatory knowledge spans multiple sources and keeps changing. This project connects discovery of new material with a question-answering workflow for Czech and EU banking-compliance topics.
My contribution
I built and deployed connected Q&A and monitoring applications, supported by retrieval infrastructure, citation checks, refusal behavior, and audit records.
Answer from indexed material
Combine retrieval with citation checks and refusal behavior when evidence is missing.
Keep evaluation visible
Separate implementation checks from answer-quality evaluation. A matching citation alone does not establish a correct or complete answer.
Deployed · Evaluation incomplete
The applications are deployed and remain in active development. Evaluation sets are not yet populated and the evaluation gate is not passing. Scanned-PDF OCR, reranking, and some source connections remain incomplete.