What is an AI use case?

The distinction matters because it decides what reaches production: technology lists produce demos, task lists produce systems. The best candidates share three traits: high volume, knowledge currently scattered across heads and documents, and dependence on a single person.

The complete method for inventorying them, scoring them with a three-criteria matrix and piloting them with a baseline is in the AI use cases blueprint. The lab's general framework, in AI systems.