The statistics on AI project failure are striking. Depending on which research you read, somewhere between 70% and 85% of enterprise AI initiatives fail to reach production or fail to deliver their intended value once deployed. After years of working in transformation and operational excellence — …

Change is rarely about process documents or presentations. It is about people, habits, and trust. Having led large-scale transformations across organisations — from SAFe and Agile rollouts to SDLC standardisation and PMO governance setups — I have seen firsthand how even well-designed initiatives …