Assess whether a shadow system must be decommissioned this quarter (5a5874)

Situation

A board deck that called the system 'fully explainable' put incomplete model inventory versus actual deployments in front of HR analytics governance lead in a manufacturer piloting shop-floor copilot tools. This AI Governance / Vendors and Agentic Systems close is a shadow system must from incomplete model inventory versus actual deployments, and the live options are Policy or governance breach, Model defect, Dual failure.

Decision

HR analytics governance lead in a manufacturer piloting shop-floor copilot tools must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using incomplete model inventory versus actual deployments after a board deck that called the system 'fully explainable'.

Hypotheses to test

• The population in incomplete model inventory versus actual deployments is the one a board deck that called the system 'fully explainable' named, so Policy or governance breach follows for this Vendors and Agentic Systems file.
• The population in incomplete model inventory versus actual deployments is adjacent only to a board deck that called the system 'fully explainable'; Model defect is the honest AI Governance call.
• A manufacturer piloting shop-floor copilot tools already contained a board deck that called the system 'fully explainable' before incomplete model inventory versus actual deployments arrived; no new Vendors and Agentic Systems path.
• Provenance on incomplete model inventory versus actual deployments after a board deck that called the system 'fully explainable' is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Walk the model input/output path recorded in incomplete model inventory versus actual deployments and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate HR analytics governance lead can actually point to.
• Walk the model input/output path recorded in incomplete model inventory versus actual deployments and mark each hop approved, shadow, or unlogged.
• For this AI Governance Vendors and Agentic Systems file, read incomplete model inventory versus actual deployments against a board deck that called the system 'fully explainable' and write the one fact that would move a shadow system must for HR analytics governance lead.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Vendors and Agentic Systems packet (incomplete model inventory versus actual deployments after a board deck that called the system 'fully explainable'). If incomplete model inventory versus actual deployments cannot force a AI Governance label under Vendors and Agentic Systems, stop. If incomplete model inventory versus actual deployments after a board deck that called the system 'fully explainable' cannot support Policy or governance breach versus Model defect on this AI Governance Vendors and Agentic Systems close, HR analytics governance lead must leave the classification unresolved and name the missing control or provenance fact.

Command returns

• Bottom-line AI Governance option on a shadow system must, then the evidence in incomplete model inventory versus actual deployments, then the action for HR analytics governance lead
• Hypothesis scorecard against incomplete model inventory versus actual deployments: supported / rejected / untestable
• Owner and next date for HR analytics governance lead in a manufacturer piloting shop-floor copilot tools
• What changes a shadow system must if a board deck that called the system 'fully explainable' is later withdrawn