BLOG

Research, field notes,
and hard-won lessons.

We spend a lot of time inside enterprise environments. What we find, we write about. Deep dives on AI governance, threat research, and the operational reality of securing modern AI usage.

Publishing starts soon.

The articles below are in progress. In the meantime, book a session with our team — we can walk through your environment and answer your questions directly.

UPCOMING ARTICLES

AI GOVERNANCE

MCP servers are the new shadow IT

How the Model Context Protocol changed the threat surface overnight — and why your existing policies weren't written for it.

THREAT RESEARCH

What we found scanning 200 enterprise environments

A breakdown of the most common AI exposure patterns: unauthenticated MCP servers, local models on 0.0.0.0, and the tools finance teams are quietly using.

DEPLOYMENT

Standing up AI visibility in under an hour

A practical walkthrough of Sentinel deployment — from Docker container to your first discovered asset, step by step.

INCIDENT ANALYSIS

When Cursor connected to production

A detailed reconstruction of how an AI coding tool gained unintended access to a production database through an approved developer workflow.

POLICY

Building an AI approved registry that teams will actually follow

The governance frameworks that work aren't the strictest ones. They're the ones built with engineering teams, not around them.