Companies keep trying to build intelligent systems on top of businesses that have never clearly defined how they think. That's a problem.

A Bosch roundtable offered a reckoning with how organisations learn, how they change, and how they decide whether innovation is a performance or a practice in the context of AI.

Context grounds AI in operational reality, allowing more accuracy, reliability and trust. Without it, AI remains capable in isolation and unreliable in practice.