Market map
AI Governance & Security
Landscape 2026
Mapping the companies building trust tooling for AI — from model security and guardrails to compliance automation and governance platforms.
Companies tracked
24
Acquired since 2024
9
Capability areas
10
Compiled
Feb 2026
A rough prototype built on public information as of February 2026, so some of it will be out of date. Categories and capability matches are a rough reading of each company's own product pages, not an audit or an endorsement.
Interactive map
Landscape Map
Up = founded more recently. Bubble size = how many of the 10 capability areas a company's listed features match. Click a bubble for details.
Hollow bubbles are acquired companies. Companies founded in the same year sit side by side within their category.
Company profiles
Companies
24 companies
Side by side
Capability Comparison
Select up to 6 companies to compare.
Scroll the table sideways to see every company →
A tick means one of the company's listed features mentions that area (keyword match). A dash means this prototype didn't find it, not that the company lacks it.
Patterns