Essay ✦ Series
The First Time They Disagree
What an embedded evaluator needs when the welcome meeting is over.
Tag
AI Governance
30 essays
Essay ✦ Series
The Auditor Needs an Audit Trail Too
Independent assurance begins with the reviewer's ability to be wrong.
Essay ✦ Series
The Organization Was Speaking in Six Places
Following an AI decision back through the system that authorized it.
Essay ✦ Series
The Audit Was Tuesday. The Agent Changed Wednesday.
How assurance loses its connection to the thing we are actually running.
Essay ✦ Series
Your AI Got an Upgrade. Who Inherited the Obligations?
What continuity requires when the model changes and the work remains.
Essay ✦ Series
Name the Role. Then Write Down Its Limits.
What a personal operating charter can contribute to behavioral evaluation.
Quest Layer ✦ Series
Post 6 of 5: How the Quest Layer Actually Works
Every good metaphor has to come down from the clouds and pass through an operating model. Otherwise we have not built an operating model. We have built a screensaver with ambitions.
Quest Layer ✦ Series
The Future of Enterprise Software May Be in the Quest Layer
We are no longer limited to the software categories vendors hand us. We can now build interfaces around the way our work actually works.
Quest Layer ✦ Series
The Flight Crews Need a Control Tower
AI that only helps us produce more artifacts has not solved the coordination problem. It has upgraded the fog machine.
Quest Layer ✦ Series
If We Need a Quest Guide, We Must Already Be on a Quest
How do you connect dashboards, evidence, decisions, and AI summaries into something usable for the people actually doing the work?
Quest Layer ✦ Series
Enterprise Work Has Outgrown the Dashboard
A dashboard tells observers what happened. A quest guide helps operators decide what to do next.
Quest Layer ✦ Series
Corporate Work Is Already a Quest. We Just Keep Calling It Alignment.
Alignment answers whether we are facing the same mountain. A quest guide helps us climb it.
Essay ✦ Series
The Human in the Loop Would Like to Go Home
An approval requirement is a workload before it is a control.
Governance & AI ✦ Series
My AI Maturity Ladder: From Chat to Choreography
Six rungs from chat to choreography — and why results feel inconsistent at rung three.
Governance & AI ✦ Series
Prompting Is Not the Endgame of AI
Prompting is asking better questions. Choreography is designing how intelligence moves.
Essay ✦ Series
We Have Invented a Very Fast Quarry
When production becomes abundant, coherence becomes scarce.
Essay ✦ Series
If AI Gives Us Ten Times More Agency, Dinner Should Get Easier
A small test for a very large claim about what all this capability is for.
Automated Household ✦ Series
Unnamed Work Becomes Weather
It just happens. People feel it. People plan around it. Nobody owns it.
Governance & AI ✦ Series
Give AI a Job Description Before Giving It Access
“Just help with stuff” is not a job description. It is how weird stuff happens.
Governance & AI ✦ Series
Not Every AI Should Be the Same AI
Human teams have roles for a reason. AI needs the same distinction.
Governance & AI ✦ Series
Accountability Should Not Require Archaeology
That is not a process. That is a scavenger hunt with legal exposure.
Governance & AI ✦ Series
"I Think We Talked About This" Is Not a Control
The worst time to document a decision is after something goes wrong.
Governance & AI ✦ Series
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.
Leadership & Aliveness ✦ Series
Heroics Are Usually a Design Problem
The late-night save is a signal: a broken system relying on one person's goodwill.
Governance & AI ✦ Series
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.
Governance & AI ✦ Series
AI Should Prepare Decisions, Not Replace Human Judgment
Most leaders are not lacking judgment. They are lacking clean inputs.
Quest Layer ✦ Series
Why Metaphor Matters in AI System Design
The right metaphor isn't decoration. It's how you know what you are building.
Governance & AI
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.
Governance & AI
What AI Governance Actually Means (And Why Most Organizations Get It Wrong)
Governance isn't a compliance checkbox. It's the architecture of accountability.