KYCite (solo)

KYCite is a policy-to-journey KYC platform. A compliance officer writes the onboarding policy in plain English, and Meta’s Muse Spark compiles each sentence into a closed set of nine enforceable rule kinds. Every rule cites the sentence it came from. Vague, unsupported or injected sentences are flagged, never invented, and a human publishes each immutable version. Customers then follow a journey generated from that policy. Muse Spark classifies each uploaded document and extracts the fields with their location on the page. Deterministic code applies the policy and the cross-document checks, and routes each case to approve, request more information, or human review. The system never rejects on its own. Policy changes and case events are recorded in a tamper-evident hash chain in MongoDB, and every model call is logged with tokens, latency and cost. On our synthetic specimen set, the pipeline reached the expected decision in 6 of 6 cases and read 50 of 50 field values correctly. It uses synthetic data only. The live demo URL and judge code are in the README.