The Context Advantage: Architecting the High-Performance Autonomous Enterprise

Most organizations think their AI rollout failed because the model wasn’t smart enough, or because users “don’t know how to prompt.” That’s the comforting story. It’s also wrong. In enterprises, AI fails because context is fragmented: identity doesn’t line up with permissions, work artifacts don’t line up with decisions, and nobody can explain what the system is allowed to treat as evidence. This episode maps context as architecture: memory, state, learning, and control. Once you see that substrate, Copilot stops looking random and starts behaving exactly like the environment you built for it. 1) The Foundational Mis...