DivisionHex
AI Threat Hunting for Shadow AI and Hidden Enterprise Risk
Shadow AI. Unauthorized usage. Agents operating outside permissions. DivisionHex hunts down the AI-driven risk your security stack can’t see.
AI is moving faster than visibility
AI is embedded across your environment—but not always governed or monitored.
Employees introduce tools without oversight. Sensitive data is shared with external systems. AI agents access systems and identities in ways teams can’t fully track.
Security teams are left asking:
Where is AI being used? What is it accessing? What risk is it creating?
Traditional security can’t detect this
Most tools weren’t built to see:
AI-driven data exposure
API and OAuth AI integrations
Browser-based AI tools
Model-to-data interactions
AI activity blends into normal behavior—so risk grows without detection.
We don’t just monitor AI. We hunt it.
DivisionHex applies a threat-centric approach to uncover how AI is actually operating inside your environment—beyond policy, beyond assumptions.
Exposure Mapping
Uncover where AI operates across your environment, analyzing telemetry, API usage, SaaS integrations, and endpoints to expose how AI tools interact with systems, data, and infrastructure
Data Interaction Analysis
Evalutate how enterprise data interacts with AI, reviewing DLP alerts, outbound transfers, repositories, and uploads to uncover where sensitive data may be exposed or leaving control
Identity and Access Risk Assessment
Assess how AI tools authenticate and operate, exposing excessive permissions, token sprawl, and identity risks across OAuth, APIs, and service accounts connected to your environment
Security Tooling Gap Assessment
Find out if your security stack can actually see AI activity, exposing visibility gaps across endpoints, network, SaaS, identity, APIs, and cloud telemetry—and where detection breaks down
New Research | Only 1 in 10 Organizations Are Deploying AI Securely
Richmond Advisory, an independent research firm focused on enterprise security and risk, surveyed security executives in North America to understand what’s actually happening inside their environments.
This eBook is a sneak peek into some of the research report insights – breaking down what they’re seeing: rising AI risk, expanding shadow AI, and visibility gaps that traditional controls weren’t built to handle—and what it takes to get ahead of it.
Full research report will be available Q2 2026.
Find What Your Security Tools Can’t See
DivisionHex AI Threat Hunting detects and roots out shadow AI, unauthorized AI usage, and hidden enterprise risk across systems, identities, and data your current controls miss.
Start your hunt now.
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