Enterprise AI investment is surging, but real production impact is still uneven, because simply wiring LLMs to enterprise data is not enough.

This report breaks down the missing middle of the AI stack: the context layer that captures how your organization actually thinks and operates so agents can deliver trusted answers, aligned definitions, and reliable automation.