Enterprise AI desperately needs a lifecycle for context

Every successful enterprise AI deployment begins long before anyone types the first prompt. Teams spend weeks defining business metrics, documenting policies, connecting enterprise systems, and explaining the rules and exceptions that allow an AI application to answer questions correctly. Then the application launches and the business keeps moving.