
A 2026 analyst guide to FDA's GenAI medical device discussion paper, with a two-axis risk matrix, competency evidence plan, lifecycle monitoring controls, and 30/60/90-day readiness actions.
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A 2026 analyst guide to FDA's GenAI medical device discussion paper, with a two-axis risk matrix, competency evidence plan, lifecycle monitoring controls, and 30/60/90-day readiness actions.

A 2026 MedTech AI quality benchmark for clinical validation, PCCP maturity, model traceability, postmarket monitoring, survey methods, and a reproducible FDA appendix.

A 2026 analyst guide to FDA's 510(k), De Novo, and PMA pathways for AI-enabled medical devices, with a reproducible tabulation of FDA's own device list, PCCP adoption data, and peer-reviewed clinical evidence audits.

A 2026 guide to the FDA's AI-Enabled Medical Device List: 1,614 entries as of the September 2026 update, 510(k) versus De Novo pathways, radiology's 76 percent share, JAMA Health Forum evidence gaps, and landmark clearances including LumineticsCore and Aidoc CARE.

Analysis of FDA's December 2025 clearance of UpDoc K253281, the first SaMD using patient-facing LLMs in 2026, covering its 510(k) predicate strategy, PCCP, and data on 1,451 AI device clearances.
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