Kapnova has been agentic from the ground floor. We are a small team of researchers, engineers and analysts building agents that learn what actually works, held to probabilistic models and to the people who make every call.
Most people bring one. The ones who thrive here bring the combination.
The conviction that decision superintelligence needs people at its center. AI can optimize a number. It takes human capital to know which number matters, what the real constraints are, and what a business is trying to become.
You build systems that make people's judgement sharper, not systems that route around it.
A background in probabilistic, causal or statistical modeling, and the habit of asking how sure we really are before anyone acts on an answer.
Experience building, training or evaluating agents that act on real data, and the instinct to measure whether they actually got better.
Don't see your role? If you bring rigor, agentic experience and a belief in human judgement, we want to hear from you.
Introduce yourselfThat is the job. Read how we measure it, or meet the founders.