Built by UNCAPT: AI that thinks with experts.
UNCAPT builds expert-led AI infrastructure: systems where the reasoning of the best people in a field is captured, structured, and made available at scale. INSIGHT is our research product, a knowledge OS for researchers, academics, and labs working with large, complex bodies of literature. Our other systems serve clinical medicine, government, and infrastructure, all built on the same principle: human expertise shouldn't be locked in one person's head.
"The volume of academic knowledge has outpaced the human capacity to absorb it. Most researchers don't need a better search engine. They need a thinking partner."
How INSIGHT was born.
Research is getting harder, not easier. INSIGHT exists because of three things we believe to be true.
The problem
Papers are published faster than anyone can read them. Important findings get buried, contradictions go unnoticed, and breakthroughs remain hidden in plain sight. The volume of knowledge has outpaced the human capacity to absorb it.
Our belief
The future of research isn't about replacing researchers with AI. It's about creating systems that think with researchers, amplifying human judgment rather than automating it away. The best thinking still needs to come from people.
Our mission
To build research infrastructure that lets experts do their best work, not by making AI the expert, but by giving researchers tools that understand the nuances of scholarly work and extend what one person can see and do.
Pick up the thread.
Upload your papers, build a knowledge bank, and ask Ari what you're missing. Let Discovery Mode find it.