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Who should maintain an AI-assisted workflow after the trial?

TideProof editorial guide · Reviewed 2026-09-14

Name a person or team that understands the work and has time to keep the process useful. A successful trial is only a beginning. Instructions, sources, tool behavior, and business needs can change, so ownership should not disappear when the initial experiment ends.

Agree who reviews results, updates guidance, handles exceptions, and can stop the workflow when it no longer meets the standard. Keep a short record of what is used and why. If nobody can own those responsibilities, retain the simpler process until support is available. Dependable improvement includes maintenance, not just an impressive demonstration.

Further reading

  • AI Risk Management Framework

    National Institute of Standards and Technology · Publication date not established

    Context and limits

    Guidance on assessing AI risks, protecting information and keeping people accountable for decisions.

    The framework was released in January 2023 and its generative-AI profile in July 2024. These are the resources' release dates, not the webpage's publication date. Citing this guidance does not mean TideProof has been certified by NIST.

    Sources explain the background. Examples and suggested next steps are TideProof's own guidance.

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