EssayComing soon
From AI Experiments to Operating Leverage
A working framework for moving AI out of pilot purgatory and into the daily operating rhythm of a company.
In drafting
Thinking
Notes on AI-native companies, operating systems, and the work of building.
A working archive of essays, frameworks, and short notes from years of building data, AI, and automation systems for mid-market companies and AI-native ventures.
Archive
4 pieces
- March 4, 2026Framework
The AI-Native Operating System for Companies
A working model for what the internal stack of a modern company looks like when AI is the default substrate, not a feature.
12 min read - February 8, 2026Note
Why Dashboards Are Becoming Conversations
Static reports were a workaround for the limits of compute. With language models, the interface to data finally changes.
6 min read - January 15, 2026Essay
Building Companies with Systems, Not Chaos
Notes on operating leverage: the small set of systems early-stage founders should obsess over before scaling anything else.
10 min read
In progress
Coming soon
FrameworkComing soon
The Future of Founder-Led Systems
How the next generation of founders will design companies that compound through systems, not heroics.
In drafting
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Occasional essays and frameworks on AI-native services, intelligent operations, and building systems that create leverage.