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 — …

Every large enterprise I have worked in has the same unspoken problem. The organisation has invested in Jira, Confluence, PowerBI, Microsoft Teams, Excel, and half a dozen other platforms. Each one was adopted with good intentions. And yet, instead of creating clarity, this ecosystem of tools has …