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Risky Business · Wednesday, July 8, 2026

Nebulock's Evolution: From AI Threat Hunting to Context Engine

Damian Lukey, CEO of Nebulock, discussed the company's shift in focus from AI-driven threat hunting to a broader "context engine" approach. Initially, Nebulock leveraged agentic AI for hypothesis-based hunting, but customer feedback led to an expansion to include detection creation and validation directly within the platform.

personDamian LukeycompanyNebulock

The tape

3 quotes
The original pitch for Nebulock was AI threat hunting, right?
Patrick Grey
But the idea is like hunts should have outputs and those outputs become detections.
Damian Lukey
And the more we thought about it, the more we dug into it, we were like, well, you know, we're writing detections within our platform. What if we exposed that to customers?
Damian Lukey
Heard on Risky Business — “Soap Box: Using threat hunting to drive detection, published Wednesday, July 8, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.05
Nebulock's Evolution: From AI Threat Hunting to Context Engine — Heardvine