UNCAPT Information

Over a billion people can't access the experts they need. The experts themselves can't scale. UNCAPT is the infrastructure layer between the two. We build AI systems that learn how domain experts reason — not just what they know. Our platform captures expert reasoning at the step level, embeds it into a structured OODA reasoning engine, and deploys it in environments where accuracy, safety, and auditability are non-negotiable. Most AI learns from what experts write down. Ours learns from how they think — the reasoning that happens in their heads and never makes it to publication. Every correction retrains exactly what was wrong and the system gets sharper with every use.