Matt Keane
Chief Information Officer - Chief Data & AI Officer - Professor of Data Science - AI Researcher
The Alignment Tax
The compounded cost of executing at governance speed while the environment demands learning speed.
Three Perspectives. One Argument.
I see this from three vantage points at once.
From two decades inside Fortune 500 organizations, I've watched companies pay an alignment tax most of them couldn't even see on a P&L. From the classroom, I'm training the next generation of leaders who think of strategy and code as the same activity. And from research, I'm tracking AI capabilities most practitioners haven't encountered yet.
The intersection of those three views is what this site, the newsletter, and the forthcoming book series are about.
Defined
In the AI era, strategy and execution are no longer separate phases. They are the same activity at different altitudes.
For decades, the separation between business strategy and technical execution was tolerable because execution was slow and predictable enough that the seam didn't show. AI has collapsed that timeline. Organizations that maintain the old model are paying a tax they can no longer afford. Those that close it are setting the pace.
The Last Paradigm · Book One
The Alignment Tax — coming Q4 2026 from Greenleaf Book Group.
The first book in The Last Paradigm series gives Fortune 500 leaders a diagnostic and a redesign for the operating models the AI era demands. Be the first to know when pre-orders open.