When the Whole Company Adopts AI: What It Does to Your SOC
Over the past year, a new class of alert has appeared in enterprise security operations centers and grown faster than anything else in the stream: alerts triggered by AI tools and agents. These are not attacks against AI, but the ordinary, everyday footprint of an organization using it — from developers running coding agents to non-technical staff signing consumer AI tools into corporate systems.
A New Class of Alert
The growth of these alerts is driven by everyday organizational use of AI, not by adversaries targeting AI systems. This footprint spans a wide range of activity:
- Developers running coding agents
- Non-technical staff signing consumer AI tools into corporate environments
For security operations centers, this represents a shift in what the alert stream looks like — a volume of activity that is growing faster than anything else they are seeing.
