Operate at scale.With confidence.

Turn overlooked workflows into focused AI products—built quickly, tested with real users, and strengthened by one shared foundation.

Applied AI lab · Agentic products · Founded in 2025
Interface preview
Concept UIIllustrative product direction
SYSTEM32 / CONCEPT INTERFACE
Example workspaceSecurity context
Concept preview
S32Concept
Codebase
Linked
Cloud
Linked
Devices
Linked
auth/middleware.tsExposure chain isolated · 2m ago
Neutralized
api/payment/route.goDependency path · 8m ago
Review
core/encryption.rsPolicy synthesized · 11m ago
Verified
Research area
Device trust
One living security graph

Context everywhere.
Blind spots nowhere.

System32 learns how your systems behave, connects signals across every surface, and predicts the paths attackers are most likely to take.

01 / PREDICTIVE CODE

Find tomorrow’s exploit before it ships

Understand intent, dependencies, secrets, and infrastructure as one continuously evolving system.

02 / AMBIENT DEVICES

Trust that moves with the device

Continuously attest every laptop, sensor, robot, and edge node—wherever it goes.

03 / MACHINE-SPEED RESPONSE

Turn signals into decisions. Instantly.

AURA correlates identity, exploitability, reachability, and business impact—then safely contains risk before it becomes an incident.

How products move

From rough idea.
To useful product.

Every product follows a visible path. We scope it, build it, test it, and share what changed when it ships.

Start with a real problem, a clear outcome, and enough room for the agent to make thoughtful decisions.

Build inside a real codebase and keep progress visible while the product takes shape.

Put the working product in front of users, learn from real use, and improve the rough edges.

Ship a stable version with a clear release note and the next milestone already in view.

Explore the work

See what we're
building.

Browse available tools, early-access work, and products we can build when there is enough interest.

Browse the Product Catalog