From Know-How to AI CX Automation

Ashu Roy traces seventy years of computing toward the moment neural networks finally bridge the analog world — and names customer operations as the $1.5 trillion agentic AI prize. The provocation: knowledge is not unstructured data; it is instruction for AI, and must be governed with the same rigor as code. Three imperatives close the talk for every leader in the room.