Building AI that knows how industry works

Intelligence is no longer the bottleneck. AI is becoming the best mathematician in the world, and it still cannot do the work that keeps a factory running, because it has never seen it. That knowledge never made it online. It sits in company archives and in the heads of engineers about to retire: the quote that was won, the part that failed, the fix that held. We turn it into environments where models and agents learn from what really happened, for industrial enterprises and for frontier labs. We are a small team in San Francisco from Mirendil, Palantir, Databricks, Jane Street, Optiver and more, with publications at ICML, ICLR and NeurIPS.

If you want to take part in the adventure of your lifetime, reach out.