Four Questions for Evaluating Agentic AI Security Claims at Black Hat 2026

Summary

ReliaQuest offers four criteria for assessing agentic AI security tools: autonomous SOC work, relevant threat intelligence, coverage across existing systems without forced data centralization, and plain-language operation.

Key points

• Assess whether a tool can handle SOC work across disciplines—from alert investigation and detection engineering to threat hunting—or automates only isolated steps.
• Ask whether threat intelligence is produced by the vendor or sourced elsewhere, and whether the AI applies it continuously to your environment.
• Check whether the tool works across existing systems and can detect without requiring data to be centralized in its platform or a SIEM.
• Test whether team members can use plain language to build detections, run hunts, investigate alerts, and execute responses without query syntax.
• The article advises validating all four capabilities in live demonstrations before signing a proof of concept.