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    In-depth, attribute-by-attribute tables for the most common MedTech term pairs. Each row is sourced from the linked term pages.

    Software & AI

    Algorithm Change Protocol(ACP)

    In one line
    Historical FDA AI/ML change-control terminology, now reflected in the PCCP Modification Protocol.
    Definition
    Algorithm Change Protocol (ACP) is terminology from FDA’s 2019 proposed AI/ML framework, not the component name in current final guidance. The August 18, 2025 final PCCP guidance, originally issued December 4, 2024, describes three components: Description of Modifications, Modification Protocol, and Impact Assessment. The Modification Protocol covers data management, retraining practices, performance evaluation, and update procedures. Only modifications consistent with the FDA-authorized PCCP may be implemented without an otherwise required new marketing submission. No standard 30-page length is specified.
    Why it matters
    Algorithm Change Protocol (ACP) is terminology from FDA’s 2019 proposed AI/ML framework, not the component name in current final guidance. The August 18, 2025 final PCCP guidance, originally issued December 4, 2024, describes three components: Description of Modifications, Modification Protocol, and Impact Assessment. The Modification Protocol covers data management, retraining practices, performance evaluation, and update procedures. Only modifications consistent with the FDA-authorized PCCP may be implemented without an otherwise required new marketing submission. No standard 30-page length is specified.
    Common pitfalls
    • •Treating the ACP as a high-level outline, FDA expects specific protocols with quantitative criteria.
    • •Omitting subgroup analysis methodology, disparate performance changes across patient subgroups are a focus area.
    • •Failing to specify rollback procedures, what happens when an update doesn't meet acceptance criteria in production?
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    Why compare MedTech terms side by side?

    MedTech terminology is full of pairs that look interchangeable but carry very different regulatory, clinical, and commercial consequences. Picking the wrong framework, pathway, or standard early in a project can add months to a submission, invalidate clinical evidence, or trigger an audit finding. Side-by-side comparison is the fastest way to surface those differences before they become costly mistakes.

    Each comparison on this page pulls from the same vendor-neutral, sourced definitions used throughout the MedTech Terms glossary. You see the one-line summary, the formal definition, why it matters in practice, common pitfalls, and the primary sources (FDA guidance, EU MDR/IVDR articles, ISO/IEC standards, MDCG documents, IMDRF principles) that back each entry. That makes the comparison defensible in regulatory strategy memos, design reviews, and submission narratives.

    Common comparison patterns

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    Pick term A and term B from the dropdowns, or click a preset above. The URL updates with both slugs so you can bookmark or share the exact comparison with a colleague, a notified body reviewer, or your regulatory consultant. Click Open full page on either side for the complete entry, including FAQs, related terms, and the full citation list. If you are not sure which term to start with, browse the Categories view or the A-Z index.

    MedTech Terms is a vendor-neutral community resource sponsored by Blue Goat Cyber. Definitions are written for educational use and are not legal or regulatory advice.