Notes on digital transformation and AI, from inside the room.
Field notes from running technology transformation across universities and global enterprise — what the frameworks get right, and where they fall apart in practice.
September 2026
From Assisted to Autonomous: a practical AI maturity roadmap for universities
Why the enterprise playbook for AI adoption needs rewriting for higher education — and the four-phase model I use to sequence it without outrunning governance.
AI in Higher EducationComing soon
What 24 business units taught me about migration sequencing
A future post on legacy platform migration, drawn from a decade of enterprise ITSM transformation.