Reposting this because it quietly explains why so many AI and agent initiatives stall after the demo phase. If you strip away the logos and the hype, what this really shows is something I keep seeing in enterprise work: AI doesn’t fail at the model layer. It fails at the operating layers. That’s why my default lens has become: Observe – do you actually understand how work, data, and decisions flow today? Build – are you engineering foundations and interfaces, not just prompts? Automate – are...
