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Dragos Launches EmberAI: AI Narrows OT Security Skills Gap with Industry-Specific Intelligence

OT security AI assistant Operational Technology Critical infrastructure Cybersecurity Dragos Intelligence Fabric
June 23, 2026
Viqus Verdict Logo Viqus Verdict Logo 7
Specialization Over Generality: A Deep-Tech Win
Media Hype 5/10
Real Impact 7/10

Article Summary

Dragos has launched EmberAI, an artificial intelligence assistant specialized for Operational Technology (OT) environments, aiming to mitigate the critical shortage of skilled OT cybersecurity professionals. The tool utilizes the company's proprietary Dragos Intelligence Fabric, which integrates over a decade of adversary tracking, incident response data, and 5 petabytes of daily OT telemetry. EmberAI allows analysts, regardless of their experience level, to query complex assets, vulnerabilities, and network activities using plain language. It significantly advances threat detection by correlating assets, vulnerabilities, and network activity into a single view, mapping alerts directly to known OT threat groups, and supporting automated triage and reporting, all while ensuring customer data remains within the organization’s perimeter.

Key Points

  • EmberAI is specifically tailored for OT environments, recognizing that general-purpose AI lacks the domain knowledge necessary to identify critical physical exposures in plant or grid systems.
  • The platform operates on the Dragos Intelligence Fabric, a highly specialized dataset built from 5+ petabytes of OT telemetry and 10 years of deep threat intelligence.
  • Core functions include an intelligence-driven query engine and a correlation layer that connects diverse data points (assets, threats, network activity) into an auditable, single-pane-of-glass view.

Why It Matters

This is a significant play into a specialized, high-value cybersecurity niche. By building its LLM (EmberAI) atop a proprietary, decades-old dataset (the Intelligence Fabric), Dragos creates a deep moat around its offering. For professionals in industrial control systems (ICS) and critical infrastructure, this means the solution doesn't require costly manual engineering to fit the environment—it was built *for* it. It doesn't replace human expertise but rather operationalizes deep, historical domain expertise, which is the true bottleneck in OT security. This is a structural solution to a severe workforce scarcity problem.

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