The most important AI deals this quarter weren’t about models. They were about who owns the control planes: observability, identity, cloud posture and guardrails.

As generative and agentic systems move from experiments to execution, the question is no longer whether models are powerful enough. It is whether the data environments they rely on are stable enough to be trusted with real authority.