The COMPEL Glossary Graph visualizes relationships between framework terminology, showing how concepts interconnect across domains, stages, and pillars. Term nodes cluster by pillar affiliation while cross-references reveal semantic dependencies — for example, how risk appetite connects to control effectiveness, model governance, and assurance requirements. This network representation helps practitioners navigate the framework vocabulary and understand that COMPEL terminology forms a coherent conceptual system rather than isolated definitions.
COMPEL Glossary / anti-pattern-readiness
Anti-pattern (readiness)
A recurring organisational failure signature that predicts readiness weakness — examples include pilot paralysis, shadow AI, governance theatre, fragmented centre-of-excellence, and tooling-first procurement.
What this means in practice
Recognising the signature early is often more valuable than any individual dimension score.
Synonyms
readiness anti-pattern , transformation anti-pattern
See also
- Change capacity — The organisation's currently available bandwidth to absorb transformational change, measured through active-initiative count, leader-attention budget, and employee-fatigue signals.
- Sponsor strength — A composite indicator of executive sponsorship quality — visibility, budget authority, political capital, and sustained engagement — rather than formal title alone.
- Readiness recommendation (go / wait / redesign) — The three-way output of a readiness engagement: proceed with the AI initiative; pause until named gaps close; or redesign scope and approach.