Comprehension Debt
Once the model is nearly free, cost discipline stops being about which model you buy. It becomes about how much of the resulting codebase your team can still genuinely follow.
Read the field note →Someone has to go first. Then mark the route.
AI is the newest test of a question every organization already faces: how work actually changes under pressure.
What I do
Coaching
I work one-on-one with the executive steering their organization through what AI is doing to how the work gets done.
Strategic Facilitation
I design and run the conversations where a leader's hardest decisions actually get made.
Organizational Change
I help an organization change how it actually works, even when the pressure to move fast makes shortcuts tempting.
Podcast
Leadership Explored
A biweekly conversation about leadership, change, and what AI is doing to both. I create and host it, with co-host Andy Siegmund.
More about the show →Field Notes
Field notes from the actual work — what holds up, and what breaks, when a large organization takes on AI.
The Bug That Taught Me About AI Cost Governance
An ordinary bug burned through millions of tokens in a day. The spend cap that finally stopped it was only the smoke alarm. The real fix was the sprinkler system underneath.
Read the field note →For the leader who already knows AI is coming for how their organization works, and hasn't yet found anyone who's tested it on themselves first.
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