We build AI that earns trust
by delivering results
Founded by ML researchers who grew frustrated watching frontier AI sit on shelves, we exist to close the gap between what AI can do and what enterprises actually have running in production.
Making frontier AI accessible to every enterprise
The best AI isn't at a handful of Silicon Valley giants. It belongs in every hospital that can reduce patient harm, every lender that can make fairer credit decisions, every financial institution that can protect its customers better.
Our mission is to make that possible — by building production-grade AI systems that are engineered with the same rigor as the problems they solve, and deployed with the care that high-stakes industries demand.
Our Vision
A world where the most important decisions in finance and healthcare are augmented — not replaced — by AI systems that are transparent, reliable, and genuinely aligned with human outcomes.
Why the best teams choose us
There are many AI shops. We're built differently — for the industries where getting it wrong isn't an option.
Research-Grade Engineering
We bring frontier AI methods to production — not yesterday's approaches wrapped in new names.
Interpretability by Default
Especially in regulated industries, explainable AI isn't optional. Every system we build can be audited.
Outcome Obsession
We measure success in business metrics, not model metrics. ROI is our north star.
Domain Depth
Our practitioners have worked inside the industries we serve — not just consulted on them.
Speed Without Corners
We ship fast by being prepared, not by being careless. Rigorous process enables rapid delivery.
Security First
HIPAA, SOC 2, and regulatory compliance aren't afterthoughts — they're baked in from day one.
Built for the long game
Founded in San Francisco
Two former ML researchers partner to bridge AI research and enterprise impact.
First Fintech Production System
Deployed a fraud detection model processing $200M+ in monthly transactions.
HealthTech Practice Launch
Expanded into clinical AI with HIPAA-compliant infrastructure expertise.
18 AI Systems in Production
Serving clients from regional lenders to national hospital networks.
Researchers, engineers, and operators
We hire practitioners who've worked inside the industries we serve — not just studied them.
Ready to work with us?
Start with a free discovery call — we'll tell you honestly whether AI can solve your problem, and how.