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InsightsDigital health and connected devices

Guidance briefUnited States

FDA Final Guidance Sets Out Change Control Plans for AI-Enabled Device Software

The US Food and Drug Administration has finalised its recommendations on predetermined change control plans (PCCPs) for AI-enabled device software functions, first issued as final guidance in December 2024 and listed by the agency as an August 2025 final guidance. The guidance tells manufacturers what to include in a marketing submission so that planned model changes can be made later without a new submission for each one.

Pubrica InsightsWritten by the regulatory and market access teams Published9 November 2026 Last checked9 November 2026 Reading time4 minutes Sources7
  • Final guidance, December 2024
  • FDA listing dated August 2025
  • Covers all AI-enabled device software
  • 510(k), De Novo and PMA
  • Not for Special 510(k)
  • Nonbinding recommendations

Final guidance United States

Instrument
Marketing Submission Recommendations for a Predetermined Change Control Plan for Artificial Intelligence-Enabled Device Software Functions (final guidance)
Issued by
US Food and Drug Administration (FDA), Center for Devices and Radiological Health
Date
Final guidance published in early December 2024 (secondary sources give 3 December and 4 December 2024); listed on the FDA guidance pages as an August 2025 final guidance
Applies to
Manufacturers of devices that include AI-enabled device software functions and that intend to modify those functions after marketing authorisation
What you must do
Use of a PCCP is optional. A manufacturer that wants one should submit a Description of Modifications, a Modification Protocol and an Impact Assessment with its 510(k), De Novo request or PMA, and then implement changes exactly as authorised.
Not covered
PCCPs cannot be submitted in a Special 510(k). The broader draft guidance on PCCPs for all device types (August 2024) had not been finalised at the time of checking.
Primary source
Marketing Submission Recommendations for a Predetermined Change Control Plan for Artificial Intelligence-Enabled Device Software Functions
US Food and Drug Administration, Final guidance; listed by FDA as August 2025 (originally finalised December 2024) · read 9 November 2026

Read the Official Document

What the Guidance Covers

The guidance explains how manufacturers can describe, in a premarket submission, the changes they plan to make to an AI-enabled device software function after the device reaches the market. Once FDA authorises a predetermined change control plan, modifications that fall within the plan and are implemented in line with it do not require a new marketing submission. According to law-firm summaries of the final text, such changes are documented within the manufacturer’s quality management system instead.

The legal basis is section 515C of the Federal Food, Drug, and Cosmetic Act, added by the Food and Drug Omnibus Reform Act as part of Public Law 117-328, enacted on 29 December 2022 and codified at 21 U.S.C. 360e-4. The statute allows FDA to approve PCCPs submitted in premarket approval applications and supplements and to clear PCCPs submitted in 510(k) notifications. FDA has also stated that a PCCP can be established through the De Novo pathway.

FDA describes the PCCP as fully optional. Manufacturers that do not use one can continue to seek authorisation for each significant change through separate submissions under the existing device modification policies.

What Changed from the 2023 Draft

The 2023 draft applied only to machine learning-enabled device software functions. The final guidance widens the scope to all AI-enabled device software functions, although commentators note that it remains most relevant to machine learning models that are retrained or updated over time. The FDA document states that it applies to models modified automatically, manually, or through a combination of both.

The final text also added a section on version control and maintenance of the PCCP, under which manufacturers should clearly indicate the title and current version of the plan when it is revised, for example in response to deficiencies raised during review. Several law firms reported that the final guidance otherwise stays close to the draft structure.

FDA’s guidance listing presents the document as an August 2025 final guidance, while law firms and trade press dated its original finalisation to December 2024. The nature of any changes made in the August 2025 version could not be confirmed from the sources available at the time of checking, so readers should consult the version history on the FDA page.

What a PCCP Must Contain

FDA recommends three components. The Description of Modifications lists the specific planned changes and their rationale. The Modification Protocol sets out how each change will be developed, validated and implemented; summaries of the guidance identify data management practices, retraining practices and performance evaluation protocols among its elements, and Appendix A gives example protocol content. The Impact Assessment documents the benefits and risks of the planned changes and how risks will be mitigated. Appendix B provides worked example scenarios.

Summaries of the guidance state that the labelling of a device with an authorised PCCP should tell users that the device incorporates machine learning and has an authorised plan, so that they understand the device may change after they begin to use it. A change that falls outside the authorised plan, or that is not carried out according to the protocol, is assessed under the ordinary modification rules, and law firms note that deviating from an authorised PCCP may render a device adulterated or misbranded.

Implications for Submissions and Next Steps

A PCCP can accompany a traditional or abbreviated 510(k), a De Novo request or a PMA. It cannot be included in a Special 510(k), although commentators report that a Special 510(k) may be used later to modify a PCCP that has already been authorised. For 510(k) devices, the PCCP is reviewed as part of the substantial equivalence determination; where a predicate device had a PCCP, the comparison is made to the predicate as originally cleared.

A separate draft guidance, Predetermined Change Control Plans for Medical Devices, issued on 22 August 2024, would extend the approach to all device types. It had not been finalised at the time of checking; trade reporting in October 2026 indicates that CDRH placed its finalisation on the priority list of its fiscal year 2027 guidance agenda. Manufacturers should therefore treat the AI-specific document as the current final reference and plan PCCP discussions with FDA through the pre-submission programme before filing.

What to Do

Five steps for manufacturers planning a PCCP for an AI-enabled device

Decide which changes to pre-specifyLimit the Description of Modifications to specific, verifiable changes such as retraining on new data or performance improvements within the intended use.
Write a detailed Modification ProtocolDescribe data management, retraining and performance evaluation methods with acceptance criteria for each planned change.
Complete the Impact AssessmentDocument the benefits, risks and mitigations of each modification individually and in combination.
Choose a compatible pathwayFile the PCCP with a traditional or abbreviated 510(k), De Novo or PMA, not a Special 510(k).
Prepare labelling and version controlState in labelling that the device uses machine learning and has an authorised PCCP, and keep the plan’s title and version current.

FDA encourages early discussion of proposed PCCPs through a pre-submission. Changes outside the authorised plan continue to follow the standard device modification policies.

Who It Applies To

Subjects

AI-enabled device software

Any device software function that uses artificial intelligence and that the manufacturer intends to modify after authorisation.

Population

Device manufacturers

Sponsors of 510(k), De Novo and PMA submissions to FDA’s device centre, including foreign manufacturers selling in the US.

Countries

United States

The guidance applies to devices marketed in the US, whatever the manufacturer’s country of origin.

Frequently Asked Questions

No. FDA describes the PCCP as a fully optional mechanism within a marketing submission. Manufacturers may continue to submit separate applications for significant changes.

A PCCP can be included in a traditional or abbreviated 510(k), a De Novo request or a PMA. It cannot be submitted in a Special 510(k).

No. The 2023 draft covered machine learning-enabled functions only, but the final guidance applies to all AI-enabled device software functions.

FDA issued a draft guidance on PCCPs for all medical devices on 22 August 2024. It had not been finalised at the time of checking.

Sources

Each source was checked on the date shown. Requirements may change after that date; confirm the current version with the issuing body.

  1. 1US Food and Drug Administration. (2025, August). Marketing Submission Recommendations for a Predetermined Change Control Plan for Artificial Intelligence-Enabled Device Software Functions. Final guidance document.
    https://www.fda.gov/media/166704/download Read 9 November 2026.
  2. 2Ropes and Gray. (2024, December). FDA finalizes guidance on predetermined change control plans for AI-enabled devices. Law firm alert.
    https://ropesgray.com/en/insights/alerts/2024/12/fda-finalizes-guidance-on-predetermined-change-control-plans-for-ai-enabled-device Read 9 November 2026.
  3. 3McDermott. (2024, December). FDA issues final guidance on predetermined change control plans for AI-enabled devices. Law firm alert.
    https://www.mcdermottlaw.com/insights/fda-issues-final-guidance-on-predetermined-change-control-plans-for-ai-enabled-devices/ Read 9 November 2026.
  4. 4Foley and Lardner. (2025, January). AI-Enabled Device Software Functions: FDA’s Final Guidance for Predetermined Change Control Plans. Law firm publication.
    https://www.foley.com/insights/publications/2025/01/fda-final-guidance-ai-device-software-predetermined-change-control-plan/ Read 9 November 2026.
  5. 5Hyman, Phelps and McNamara. (2025, February). Small change: FDA’s final PCCP guidance ditches ML and adds some details. FDA Law Blog.
    https://www.thefdalawblog.com/2025/02/small-change-fdas-final-predetermined-change-control-plan-pccp-guidance-ditches-ml-and-adds-some-details-but-otherwise-sticks-closely-to-the-draft/ Read 9 November 2026.
  6. 6Cornell Legal Information Institute. 21 U.S. Code 360e-4, Predetermined change control plans for devices. Statutory text.
    https://www.law.cornell.edu/uscode/text/21/360e-4 Read 9 November 2026.
  7. 7Regulatory Affairs Professionals Society. (2026, October 2). FDA’s device center releases guidance agenda for FY 2027. Trade news.
    https://www.raps.org/resource/fda-s-device-center-releases-guidance-agenda-for-fy-2027.html Read 9 November 2026.

FDA PCCPpredetermined change control planAI-enabled device softwaremachine learning medical devicesection 515C

FDA Final Guidance Sets Out Change Control Plans for AI-Enabled Device SoftwareRegulatory intelligence

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