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Research into two-party agentic delivery

Medical Devices Papers

Medical-device manufacturers, operating suppliers, validation, change, and post-market evidence.

Phil Hatch / AkholiExplore the full study →
Title page: Medical AI Outsourcing Needs a Post-Market Evidence Handoff — A Management Method for Ongoing Device Assurance. Phil Hatch, Akholi, October 23, 2026.

AAO-094 / Regulation and Compliance

Medical AI Outsourcing Needs a Post-Market Evidence Handoff

Medical AI service managers should define how operational signals reach the party responsible for assessing safety and performance after deployment. A supplier’s uptime report does not replace a joined evidence route for complaints, changed behavior, human correction, and relevant incidents.

Buy-side Delivery and Vendor Managers
Healthcare · Medical Devices · Other Regulated Industries · 4 pages

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