A playbook for turning vision AI into an owned, scalable capability. Most manufacturers can get a vision AI pilot running. Far fewer can get the tenth plant running the same solution without rebuilding it from scratch, and cost-per-deployment climbs instead of falling. This blueprint is the operating model for fixing that: how to turn one-off pilots into a capability your teams own and run, with cost-per-deployment that drops every quarter. It is the build playbook the enterprises already past the pilot stage used to get there. What’s inside: A catalog framework that lets any plant deploy a proven solution in weeks, not months. A maturity model that shows where your program stands today and the trap that stalls most teams at each step. The three roles every CoE needs to build, scale, and keep solutions running, and how to staff them. A 10-question diagnostic that tells you in one sitting whether your program is on track or stuck in pilot mode.
