

By 2026, AI has made SOCs measurably faster. But speed alone is a treadmill: analysts sprint all day and end up exactly where they started. If you're using AI only as a companion, you're leaving its biggest advantage on the table, and you can still miss the attacks that matter.
The most valuable use of AI is closing the loop, so every investigation makes the next one sharper, your detections tighter, and your defense stronger.




See how Vancord is using Qevlar to cut investigation time from 30+ minutes to 5–10, capture customer context, expose data gaps, build trust in AI decisions, and gradually automate SOC response.

Speed alone is a treadmill. Learn the four loops that turn one-off investigations into a SOC that compounds: sharper context, tighter detections, faster response, less exposure. Hosted by Fraser Whitfield, Head of Product at Qevlar AI.

The most advanced SOC leaders know the real gold lies in hybrid architectures that combine the analytical power of LLMs with deterministic orchestration. This approach transforms LLMs from unpredictable copilots into reliable, production-grade SOC analysts.