We create products
that think & evolve.
One governed engine, many products. We turn frontier models into AI-native products that ship — and we run them on a substrate we own end to end.
We take any company, any size, from “we need AI but don't know where to start” to shipped products that think, evolve, and run on one governed engine.
The edge
From harness to full products.
Most shops give you slides, or an app sitting on someone else's platform. We build the whole stack — the agent harness included — so the engine under your product is ours to govern, improve, and ship. One engine, many products.
- 01
Harness
The governed runtime our agents run on — Nexus (the engine) + Atlas (the governance plane). We own this layer.
- 02
Agents & systems
Agentic systems built on that harness — routed, observed, and governed by construction, not bolted on after.
- 03
Products & solutions
The shipped product or solution your team actually uses — the visible top of a stack we control end to end.
How we help
Three doors in.
Advise, build, or learn — whichever the moment calls for. Any company, any size.
Advise
Start where you are. Strategy, architecture, and a clear path from “we need AI” to a plan you can ship — no matter the size of the company.
Explore Services →BuildBuild
We build the product or solution end to end on our own governed stack — harness, agents, and the app on top — and hand you something real.
See what we’ve built →LearnLearn (Academy)
Bring your team up the curve. Hands-on workshops and lectures — starting with Vibe Testing, our AI-assisted QA workshop.
Visit Academy →The AI Operating System
An operating system, not another pile of AI tools.
One governed engine sits under everything we build. Nexus runs the AI resources; Atlas governs the work. Every product runs on the same substrate — so improvements compound instead of fragmenting. The full story lives on the AIOS page.
- Nexus — the engine
- Agents-as-a-Service. Every product runs on Nexus; no product calls an LLM directly — one governed path to a model.
- Atlas — the governance plane
- Humans govern, AI implements. Compliance is operational, not a folder you assemble at audit.
Proof
From defense to funded startups.
Real products across real industries — defense, healthcare, publishing, consumer — each running on the same governed engine. Status is stated honestly; nothing is dressed up.
- Defense
- Healthcare
- Dev-SaaS
- Sports
- Consumer
- Publishing
Argus
RedactedDefense
AI that reviews defense procurement contracts in hours, not weeks — a crew of governed agents checks every requirement and grounds every finding in evidence, built to run as Agent-as-a-Service on Nexus.
Vigil
LiveDev-SaaS
Turn every bug your team finds into a fix — automatically. Vigil closes the gap between testing and resolution.
Budo AI
In devSports
A digital dojo for the next generation — real 3D avatars rebuilt from karate video by Meta's SAM 3D Body, five AI senseis, and instant feedback on every move.
Synth
ResearchHealthcare
Realistic, privacy-safe healthcare data on demand — build, test, and research without touching a single real record.
Papyrus
In devPublishing
Research that comes alive — interactive papers readers can explore, with an AI that answers from the work itself.
Sector 001
In devConsumer
A galactic war where AI commanders think for themselves — fleets that learn, adapt, and evolve their own tactics.
Have a problem worth solving with AI?
Whether you’re a funded startup or an enterprise — bring us the messy version. We’ll tell you honestly what’s buildable, and then we’ll build it.
Talk to me →