Free webinar for SOC leaders

After AI Triage: The Era of Self-Healing SOC

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.

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What you will learn

The 4 continuous improvement loops that turn one-off investigations into a SOC that gets stronger over time: investigation learning, detection tuning, response automation, and exposure reduction.

How organizational context makes every future investigation more accurate, using the analogy of a recommendation feed that gets sharper the more it knows you, applied to your own environment.

How verdicts drive tailored, confidence-gated response, and how the exposure reduction loop closes the gap between vulnerability management and the SOC.

Hosted by a builder of autonomous AI SOC analysts

With a background in product leadership across software and security, Fraser keeps Qevlar close to the people it serves, turning the daily grind of SOC investigations into a product that gives analysts their time back, and makes organisations more secure.

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Fraser Whitfield

Head of Product

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You walk awayable to

See where every alert makes your SOC smarter, instead of starting each investigation from scratch

Map the four self-improving loops onto your own investigation, detection, response, and exposure workflows

Turn false positives and investigation-derived IOCs into tighter detections and better coverage

Move your team from clearing alerts to building a defense that gets stronger with every case

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After AI Triage: The Era of Self-Healing SOC

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.

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Building a Trustworthy AI SOC

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.

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