Research
Working notes, published.
Essays and working notes on world models, governed execution, and what it actually takes to make AI useful inside an organisation that already exists.
Written as the work happens rather than assembled afterwards, so some of it will be revised. Where that occurs the revision date is shown.
2 essays published 3 frameworks · diagnosis, distinction, field note Honest numbers · sources on every claim
Most AI projects leave nothing behind
The reason organisations are on their fourth AI initiative with nothing compounding underneath is not model quality. It is that the standard engagement shape produces no residue.
No framework sees your whole organisation
TOGAF, ArchiMate, BPMN, ITIL and PRINCE2 are each a partial view. Run one organisation's records through all of them and the same things fall out every time — cost, identity, infrastructure.