Capital One builds LLM compliance review with OCR gating

Building reliable LLM compliance review workflows requires addressing extraction loss, uncheckable rationales, and long-tail document formats. The author outlines an architecture that gates OCR quality, uses narrow per-rule checks with a valid 'insufficient_evidence' outcome, verifies evidence quotes, and routes decisions based on potential error costs. Open article →