The workflow has 4 phases. Phase 1 recognises knowledge friction. Phase 2 externalises selective expert knowledge. Phase 3 synthetically expands knowledge through A I. Phase 4 consolidates knowledge into stable artefacts. A feedback line returns from phase 4 to phase 2.