Building AI-augmented clinical systems requires explicit state machines, privacy-first architecture (self-hosted, encrypted), and deterministic fallbacks—not just bolting AI onto existing workflows.
FMRP-LEAN is a HIPAA-compliant laboratory management system that automates clinical biomarker workflows using AI and structured state tracking. It replaces error-prone spreadsheets with a secure, self-hosted system that tracks samples through multi-day assays, ensures data privacy, and improves communication between lab and clinical teams.