Essays

Thinking in
systems.

Long-form arguments, frameworks and lessons from building at the intersection of revenue, product and AI.

Essay 001

AI Transformation · 8 min

Why AI agents fail inside otherwise healthy companies

The technology is rarely the first constraint. Fragmented data, undefined ownership and broken handoffs usually are.

Essay 002

Revenue Systems · 6 min

You don't need more AI tools. You need a Revenue System

What changes when AI is treated as part of an operating model rather than another layer in the software stack.

Essay 003

Operating Models · 9 min

Revenue Plays are the atomic unit of AI transformation

A way to move from a broad transformation mandate to a bounded commercial outcome a team can deploy and improve.