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    MedTech Cybersecurity · Since 2022

    AI/ML device tool

    PCCP Builder

    An optional PCCP can authorize specified future modifications. This planning outline uses the August 2025 final AI PCCP guidance and February 3, 2026 cybersecurity recommendations; it does not determine authorization or whether a new submission is required.

    Christian Espinosa, Founder & CEO, Blue Goat Cyber

    Reviewed by

    Christian Espinosa

    Founder & CEO, Blue Goat Cyber

    Last reviewed October 29, 2026

    PCCP completion

    1/9 planning items complete

    11%

    Progress saved on this device automatically.

    Model class

    Determines which monitoring and re-training controls reviewers expect.

    Planned modification types

    These are planning categories, not FDA dispositions. Actual coverage depends on the authorized PCCP and applicable change requirements.

    Verification methods (modification protocol)

    Items marked recommended create planning reminders, not legal compliance decisions.

    Transparency / user notification

    FDA expects clinicians to know when a model version changes underneath them.

    What you'll see after you submit

    8-section SDS-PCCP outline aligned to FDA August 2025 guidance

    • Per-modification planning categories; authorized scope requires device-specific regulatory review.
    • Risk-based cybersecurity impacts and evidence considerations.
    • Planning reminders based on your inputs, not an FDA pass/fail determination.
    • Markdown export of the full 8-section outline you can hand to regulatory + ML teams as the SDS-PCCP draft.

    Common misconceptions

    What teams usually get wrong

    • Myth: PCCP is only for continuously-learning AI.

      Reality: A PCCP is optional and may be proposed for specified modifications to AI-enabled device software, including locked models. The broader medical-device PCCP guidance remains draft; actual scope requires FDA authorization.

    • Myth: PCCP lets us push any model update without a new submission.

      Reality: Only changes consistent with an authorized PCCP can use that authorization. Changes outside it require assessment under applicable change requirements; a new submission may be required, not assumed.

    • Myth: We can skip cybersecurity in the PCCP if the device already has §524B docs.

      Reality: Assess relevant cybersecurity impacts of planned changes and maintain applicable Section 524B processes. The final cybersecurity guidance does not mandate this builder checklist or separately filed reports.

    • Myth: Rollback is a deployment concern, not a regulatory one.

      Reality: The final PCCP guidance recommends update procedures appropriate to the device. Recovery tests and user communications should follow the authorized protocol and device risks; automated rollback is not universally prescribed.

    • Myth: Real-world performance monitoring is optional if we have a strong test set.

      Reality: Consider monitoring, performance criteria, and response actions appropriate to the device and modifications. The January 2025 AI lifecycle document remains a draft, not an enforceable monitoring mandate.

    References & further reading

    Primary sources behind this tool

    1. 1Marketing Submission Recommendations for a Predetermined Change Control Plan (Aug 2025) - FDA
    2. 2Good Machine Learning Practice for Medical Device Development - Guiding Principles - FDA / Health Canada / MHRA
    3. 3Cybersecurity in Medical Devices: Quality Management System Considerations and Content of Premarket Submissions (Feb 3, 2026 final) - FDA
    4. 4Transparency for Machine Learning-Enabled Medical Devices - Guiding Principles - FDA
    5. 5Artificial Intelligence-Enabled Medical Devices - FDA
    Why this tool is current

    Recent regulatory + supply-chain activity

    Tracked signals that change what reviewers expect. Items move on as new ones land.

    • Dec 4, 2024FDA

      FDA finalizes PCCP guidance for AI/ML-enabled device software functions

    • Apr 15, 2024SPDX

      SPDX 3.0 final published - adds AI & dataset profiles relevant to AI/ML SaMD

    Go deeper

    Take it from outline to submission.

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    We write and review the security content of your PCCP. Fixed fee after scoping.

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    STRIDE-based threat model that satisfies PCCP impact-assessment requirements.

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