← All posts
Product

Notes from the trust layer: why we’re writing

VisIQ Labs TeamResearch & Engineering·

Enterprises are handing AI agents credentials, API scopes, and standing access to production systems. Most of the tooling that exists today watches what happens afterwards. We think that’s backwards — so we built VisIQ, a runtime trust layer that checks every agent action before it executes.

What you’ll find here

This blog is the engineering notebook for that work. Expect three kinds of posts: research on how agentic frameworks actually behave in the wild, engineering deep-dives on the systems we run (policy engines, attestation pipelines, discovery sensors), and product notes when something ships that changes what you can enforce.

We’d rather show our work than market it. If you’re building agents — or trying to govern the ones your teams already deployed — subscribe to the feed and hold us to that.

See the trust layer in action

Enforce authorization before every AI agent action — not after the incident report.

How VisIQ works