See the application your attackers see.
Before you can secure an app, you have to know what it actually does in production — every route, every role, every permission combination. Vision Agent draws that map in under twenty minutes, and keeps it accurate on every commit.
In the loop
Vision Agent feeds the surface into Security Agent, which writes contextual tests, which feed Fix Agent. Maps update continuously.
30,000+
permission combinations modeled per app
< 20 min
from URL submitted to surface mapped
100%
of routes, roles and tenants enumerated
Step 01: Vision Agent
Maps every permission across role, screen, API call, and data object.
Learn about Vision Agent →What Vision does
A live, queryable model of your application surface.
Live route discovery
Crawls UI, API and background workflows the way a real user — and a real attacker — would.
Role × tenant matrix
Builds the full Cartesian product of roles, plans, feature flags and tenants — and learns which combinations actually exist.
Shadow surface detection
Surfaces admin endpoints, debug routes and forgotten functionality that classical pentesters miss.
Continuous re-mapping
Detects shipped changes and refreshes the surface on every commit — no quarterly snapshot decay.
"Without an accurate map, every AppSec tool is just guessing at where the danger is. Vision Agent is the map."
— The Perfai Security Manifesto
Ship secure AI apps
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