VIGILANT: Measurements for Adaptive AI
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Updated
Apr 2, 2026 - Python
VIGILANT: Measurements for Adaptive AI
FDA-Compliant Machine Learning Operations Pipeline — GMLP checklist automation, PCCP-ready model versioning, demographic bias monitoring, and drift detection
Hash-chained, append-only record schema + reference verifier for an AI/ML medical device's FDA SaMD classification lifecycle — pre-submission through 510(k)/De Novo/PMA, PCCP per FDA Dec 2024 final, post-market modifications, 21 CFR §820 QMS evidence refs. Healthcare-readiness scaffolding, not certification.
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