Test role- and plant-specific retrieval: What evidence should | AIGP
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Test role- and plant-specific retrieval: What evidence should precede approval?

AIGP Understanding How to Govern AI Deployment and Use Medium

Authorization must be tested directly using role and plant scenarios, including probes for restricted documents.

The question

A manufacturing quality assistant retrieves work instructions and incident reports. Engineers want each user to receive only documents authorized for that user’s plant and role. The prototype retrieves relevant documents, but access filtering has not been tested. What evidence should precede approval?

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  1. Test role- and plant-specific retrieval with unauthorized-document probes.
    This directly tests whether retrieval enforces the required authorization boundary while handling realistic attempts to access restricted documents.
  2. Move the retrieval index to company-managed infrastructure.
    Managed infrastructure may affect control options, but it does not demonstrate that permissions are enforced for each user and plant.
  3. Measure retrieval relevance using a shared document collection.
    Shared-collection relevance testing may show usefulness but cannot establish plant- and role-specific access control.
  4. Require engineers to review every retrieved document manually.
    Manual review may detect some errors, but it does not validate systematic enforcement of user-specific retrieval permissions.
The trap
When access restrictions matter, test permitted and prohibited retrieval paths explicitly.

How to remember it

Authorization must be tested directly using role and plant scenarios, including probes for restricted documents.

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