Writing
An evolving body of thought about organizational transformation.
Doctrine is developed in public.
The writing is where new ideas are introduced, existing ideas are refined, and recurring patterns gradually become part of the framework.
The underlying question has remained consistent across everything written here:
Why do technically capable systems so often fail to produce organizational change?
The Doctrine
The primary body of work.
This series explores the economic, organizational, governance, and human consequences that emerge when capable systems meet organizations that weren't designed for them.
Body of Thought · Ongoing
The Doctrine essays are intended as enduring mental models — written to remain useful as the technology continues to change.
Earlier Writing
Before Doctrine became an explicit framework, the same questions appeared across different technologies and industries.
These essays didn't predict AI. They examined the systems, incentives, coordination problems, and institutional dynamics that continue to shape technological change regardless of what the technology is.
The Common Thread
From payments to platforms to agentic AI, the underlying question has remained remarkably consistent.
Why do technically capable systems so often fail to produce organizational change?
The technology changes. The recurring challenges around incentives, coordination, governance, judgment, and adaptation keep reappearing.
The writing exists to study those patterns.
Doctrine attempts to codify them.
Continue Exploring
Doctrine is an evolving body of thought about how organizations navigate structural transitions.
The writing exists to develop ideas in public, test them against organizational reality, and continue evolving them as we learn more about what structural transitions actually require.
The easiest way to follow new ideas is through LinkedIn or by returning here.