AI Governance & Oversight
Controlling the machine: accountability, board-level risk, contracts, and verification.
Already On Your Payroll: The Agent Manager Audit
The agent manager is already on your payroll. A four-pillar audit covering succession risk, performance, comp, and the board agenda CEOs don't have.
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Verifier vs Self-Report: Where Your AI Governance Lives
Your AI is grading its own homework. Three operator tests and a five-question board audit to find where that gap lives in your workflow.
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The CAIO Confession: What the Seat Actually Owns
Three out of four organizations now have a Chief AI Officer. Two precedents, three operator tests, and a five-question board audit before you hire.
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The Boardroom Risk of Confident AI
Most AI policies don't yet name confidence as a governance surface. The four-item lens is the smallest piece of policy that closes the gap.
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Your Agents Already Think Shutdown Is Optional
Palisade documented agents resisting shutdown. Kiro, Meta, and a $437 LangChain runaway proved it in production. Three CEO questions to ask now.
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When to Override an AI Agent: The Three-Axis Threshold
Only one in five companies have mature AI agent governance. Three axes for when to override the agent's call: dollars, reversibility, audit-trail depth.
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Shadow AI: Five Questions the Board Should Ask the CISO
Cybernews: 93% of execs use shadow AI vs 59% of employees. Five questions the board should ask the CISO about the two-tier audit surface most AI policies miss.
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Four Clauses Every AI Contract Should Carry in 2026
The 2026 AI Index shows enterprise governance advancing while vendor disclosure retreated. Four contract clauses close the gap at procurement.
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Your Board Is Asking About AI. What Does Your Report Actually Say?
56% of CEOs report no financial benefit from AI. The problem is not adoption. Nobody built a framework for reporting what AI actually produced.
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The AI Agent Governance Gap
81% of companies plan to expand AI agents this year. Their scaling plans almost never mention governance. Here's the gap that will cost them.
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