Require change notice: What is the decisive governance | AIGP
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Require change notice: What is the decisive governance requirement?

AIGP Understanding How to Govern AI Deployment and Use Medium

A changed subprocessor requires deployment-specific dependency governance, not merely unchanged benchmark results or certification.

The question

Under the organization’s NIST-aligned internal governance, a manufacturing-quality vendor adds a cloud subprocessor and changes its data pipeline. The original model benchmark is unchanged, but the contract provides no change notice. What is the decisive governance requirement?

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  1. Require change notice, dependency mapping, responsibility allocation, and monitoring.
    The new subprocessor and data path change the operational context, requiring visibility of dependencies, assigned responsibilities, and monitoring under revised conditions.
  2. Obtain a new security certification from the cloud subprocessor before approving the revised arrangement.
    A certification may be useful, but it does not by itself map the changed data path, responsibilities, access, or monitoring needs.
  3. Require a full revalidation of every model-quality claim before any continued use.
    The changed dependency requires targeted reassessment, but the facts do not justify automatically revalidating every model-quality claim before continued use.
  4. Record the pipeline change and continue using the existing supplier terms.
    Recording the change does not establish advance notice, responsibility allocation, or a mechanism for managing later dependency changes.
The trap
Treat infrastructure and subprocessor changes as context changes requiring renewed mapping and monitoring.

How to remember it

A changed subprocessor requires deployment-specific dependency governance, not merely unchanged benchmark results or certification.

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