AI

AI oversight collapsed in steps as systems became "good enough." We got speed but lost resilience. Errors now accumulate silently and surface after dependencies compound. Adding more AI to the SOC accelerates this problem. The fix is architectural: a continuously updated model of your environment that knows what's true now.

Stream’s red-team tests have uncovered a way to manipulate the AI triage process by injecting misleading information into cloud metadata.

AI tools are only as effective as the data they learn from. For the first time, the industry has tools to make this data accessible and meaningful. Let's look at how the industry sees AI SOC agents and how to maximize the use of their data sources.