AI Governance
14 essays
My AI Maturity Ladder: From Chat to Choreography
Six rungs from chat to choreography — and why results feel inconsistent at rung three.
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Prompting Is Not the Endgame of AI
Prompting is asking better questions. Choreography is designing how intelligence moves.
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Unnamed Work Becomes Weather
It just happens. People feel it. People plan around it. Nobody owns it.
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Give AI a Job Description Before Giving It Access
“Just help with stuff” is not a job description. It is how weird stuff happens.
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Not Every AI Should Be the Same AI
Human teams have roles for a reason. AI needs the same distinction.
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Accountability Should Not Require Archaeology
That is not a process. That is a scavenger hunt with legal exposure.
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"I Think We Talked About This" Is Not a Control
The worst time to document a decision is after something goes wrong.
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Set It and Forget It Is a Trap in AI Automation
“Set it and forget it” is how rot gets a login. The better model is rhythm.
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Heroics Are Usually a Design Problem
The late-night save is a signal: a broken system relying on one person's goodwill.
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Human-in-the-Loop AI Is Not Enough
A human reviewer at the wrong point is not governance. It is theater with a comments field.
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AI Should Prepare Decisions, Not Replace Human Judgment
Most leaders are not lacking judgment. They are lacking clean inputs.
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Why Metaphor Matters in AI System Design
The right metaphor isn't decoration. It's how you know what you are building.
Read More →The AI Moment Is Now — Are You Navigating It or Reacting to It?
The organizations that will thrive aren't the ones moving fastest. They're the ones moving wisest.
Read More →What AI Governance Actually Means (And Why Most Organizations Get It Wrong)
Governance isn't a compliance checkbox. It's the architecture of accountability.
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