Assess whether a shadow system must be decommissioned this quarter (2a73fd)

Situation

Vendors and Agentic Systems work in a manufacturer piloting shop-floor copilot tools now turns on a shadow system must because a journalist asking if the hiring tool is biased put agentic-workflow permission matrix in play. Vendors and Agentic Systems work in a manufacturer piloting shop-floor copilot tools now turns on a shadow system must because a journalist asking if the hiring tool is biased put agentic-workflow permission matrix in play; HR analytics governance lead should say what agentic-workflow permission matrix proves for AI Governance.

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 agentic-workflow permission matrix after a journalist asking if the hiring tool is biased.

Hypotheses to test

• HR analytics governance lead can defend Policy or governance breach from agentic-workflow permission matrix after a journalist asking if the hiring tool is biased in a AI Governance challenge.
• HR analytics governance lead cannot defend Policy or governance breach from agentic-workflow permission matrix; Model defect is what the extract actually supports after a journalist asking if the hiring tool is biased.
• A journalist asking if the hiring tool is biased never reached the population in agentic-workflow permission matrix — reopen intake, do not close a shadow system must.
• Two facts in agentic-workflow permission matrix after a journalist asking if the hiring tool is biased conflict for HR analytics governance lead; hold this Vendors and Agentic Systems file.

Analysis required

• Walk the model input/output path recorded in agentic-workflow permission matrix 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 agentic-workflow permission matrix and mark each hop approved, shadow, or unlogged.
• For this AI Governance Vendors and Agentic Systems file, read agentic-workflow permission matrix against a journalist asking if the hiring tool is biased and write the one fact that would move a shadow system must for HR analytics governance lead.

Recommendation