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FDA AI/ML Devices (PCCP)
The FDA regulates AI/ML-enabled medical devices through premarket authorization and postmarket oversight, and its 2024 PCCP final guidance lets manufacturers pre-authorize planned model updates. Federal, ongoing.
Under the Federal Food, Drug, and Cosmetic Act, the FDA's Center for Devices and Radiological Health regulates artificial-intelligence and machine-learning software that meets the definition of a medical device. Such software must obtain marketing authorization through the 510(k), De Novo or premarket approval pathways, and more than a thousand AI/ML-enabled devices have been authorized. The framework addresses safety and effectiveness, transparency and labelling, and postmarket surveillance of real-world performance.
A central feature for adaptive AI is the Predetermined Change Control Plan. Statutory PCCP authority was added by the 2022 FDORA amendments, and the FDA issued final guidance on 4 December 2024 recommending how manufacturers describe planned future modifications and the methods and testing used to implement them. An authorized PCCP allows specified model changes to be made without a new marketing submission each time. The FDA has also issued draft lifecycle-management guidance for AI-enabled device software functions. Enforcement uses FD&C Act tools including warning letters, seizure, injunction and civil penalties.
AI/ML software meeting the device definition must obtain FDA marketing authorization through the 510(k), De Novo or PMA pathway before marketing.
Manufacturers using a PCCP must describe planned modifications, the modification protocol, and an impact assessment so specified model changes can be made without a new submission.
Manufacturers must monitor real-world performance, report as required, and maintain transparency and labelling for AI-enabled functions.
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