SOC Teams Are Building Their Own Agents, and the Data Sets the Ceiling | A Recap at Black Hat USA 2026 with Brian Dye, Chief Executive Officer at Corelight | Hosted by Marco Ciappelli

Brian Dye, Chief Executive Officer at Corelight, spends Black Hat USA 2026 asking every organization he talks to the same question. What are you doing with AI in the SOC? A year ago, he says, teams thought it was a good idea but were wary of it, and people knew LLMs could produce things without being sure what to do with them. Now he is talking with organizations building their own agents for incident response and for threat hunting, and running their own quality control on the output rather than taking it on faith.

What decides how far an agentic SOC workflow can go? The data does. Brian Dye describes a three-legged stool where the model and the agents are only two of the legs. The third is the data going into the workflow, and without the right data the agents hit a headroom of logic. He credits three changes for the shift. Agentic development decomposes an investigation into smaller chunks that can be trusted individually. Time in the saddle has made teams better at separating claims from reality. And organizations now ask the workflow itself what it could not answer and what data it wishes it had.

Why does a week like this one matter to product development? Corelight works on translating the network into the right fuel for AI, which means understanding the architecture each customer is building toward, whether that is an in-house SOC, a third party SOC, or a workflow running through their own SOAR or SIEM. Brian Dye also describes the Black Hat NOC as a room where the work looks different. Most security teams look for a needle in a haystack. The NOC team is finding the sharp needle in a stack of dull needles, separating illicit activity from the legitimate malware analysis training running on the same network, while using the room as a multi-vendor playground for new integrations and workflows.

This is a Brand Briefing. A Brand Briefing is an on-location conversation recorded on site at Black Hat USA 2026, putting a spotlight on the guest and their company and pairing it with the editorial reach of ITSPmagazine. Learn more: https://www.studioc60.com/performance/#briefing

GUEST

Brian Dye, Chief Executive Officer at Corelight
On LinkedIn: https://www.linkedin.com/in/brdye/

RESOURCES

Black Hat USA 2026 event coverage from ITSPmagazine: https://www.itspmagazine.com/black-hat-usa-2026-cybersecurity-event-coverage-in-las-vegas

Learn more about Corelight: https://corelight.com

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