- Begin with your most critical systems.
- Automate repetitive investigations first.
- Expand integrations over time.
- Allow analysts to learn alongside the technology.
This approach not only accelerates adoption but also develops stronger analysts. When AI shows each investigative step, teams continue building security expertise instead of becoming overly dependent on automation.
One of the biggest SOC team challenges has nothing to do with AI itself. It’s the sheer number of tools.
Enterprise analysts often spend more time pivoting between dashboards than investigating incidents. SIEMs, EDR platforms, vulnerability management systems, identity tools, cloud security platforms, ticketing systems, and collaboration platforms all contain valuable context, but rarely present it together.
