KYC onboarding + AML screening · finance

An onboarding application is extracted, screened against a watchlist with fuzzy name-alignment, hits are adjudicated with written rationale, adverse media is filtered for namesakes, risk is scored by deterministic rules — the LLM never decides risk — and the MLRO memo is drafted on the 2-stage chain behind a policy gate. Customer PII never leaves the institution.