Common Data Models and Organisational Meaning

Why Shared Meaning Matters Modern organisations depend upon shared meaning. Between people, within teams, about systems, about processes, for using AI tools, to develop and understand reports, to support governance mechanisms, and other operational practices. All of...

Meaning Emerges Through Interaction

The Core Problem Many organisations assume meaning is created when information is distributed. It is not. People can: attend the same meeting, read the same report, use the same terminology, and still leave with very different interpretations. Information transfer...

Hansei — Reflection That Forces Correction

Most organisations reflect. They run retrospectives, lessons learned sessions and post-implementation reviews But much of it does not sustainably change behaviour.It produces narrative rather than learning. What Hansei actually is Hansei is not reflection for...