Exam-readiness coordinator must resolve whether explainability artifacts

Situation

Generative-AI acceptable-use policy draft arrived with a vendor SOC report that excludes the actual model host region for exam-readiness coordinator. That is a AI Governance Inventory and Regulatory Fit decision on explainability artifacts would survive in a pharma company using LLMs on trial documents.

Decision

Exam-readiness coordinator in a pharma company using LLMs on trial documents must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using generative-AI acceptable-use policy draft after a vendor SOC report that excludes the actual model host region.

Hypotheses to test

• Generative-AI acceptable-use policy draft reads as Policy or governance breach once a vendor SOC report that excludes the actual model host region is lined up to the same AI Governance population.
• Generative-AI acceptable-use policy draft is closer to Model defect after a vendor SOC report that excludes the actual model host region; Policy or governance breach would over-claim this Inventory and Regulatory Fit extract.
• Dual failure is still live in generative-AI acceptable-use policy draft for exam-readiness coordinator in a pharma company using LLMs on trial documents.
• Generative-AI acceptable-use policy draft is missing the fact exam-readiness coordinator needs after a vendor SOC report that excludes the actual model host region; stop this AI Governance close.

Analysis required

• Walk the model input/output path recorded in generative-AI acceptable-use policy draft and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• Walk the model input/output path recorded in generative-AI acceptable-use policy draft and mark each hop approved, shadow, or unlogged.
• For this AI Governance Inventory and Regulatory Fit file, read generative-AI acceptable-use policy draft against a vendor SOC report that excludes the actual model host region and write the one fact that would move explainability artifacts would survive for exam-readiness coordinator.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Inventory and Regulatory Fit packet (generative-AI acceptable-use policy draft after a vendor SOC report that excludes the actual model host region). The follow-on Inventory and Regulatory Fit action is what exam-readiness coordinator does next: implement the option, assign an owner, and log the missing fact.