We are on a mission to improve physical-world economics

We believe AI will improve the physical-world. But it is not self-serve for high risk financial work. We are here to bridge that gap

Why us

We love working at the intersection of the physical-world, AI, and finance. Our founders bring deep experience in all three:

  • Deployed AI/ML solutions at Fortune 500 companies in energy, manufacturing, and supply chain for 6+ years
  • Served as CFO of an oil and gas company with $2B in revenue, visiting over 125 sites to connect the work on the ground with the financial numbers
  • Built infrastructure at PayPal that powers over $600B in movement, and co-founded a SaaS to manage over $300M+ in construction volume in California
  • Won Bronze Medal in the most prestigious olympiad — International Mathematics Olympiad (0.001% math talent), won 2× Bronze Medals in International Mendeleev Chemistry Olympiad, and represented in International Chemistry Olympiad (IChO)
  • Hold PhD, MS, and MBA degrees in chemical engineering, industrial engineering, statistics, and computer science from elite schools like Harvard University, the University of California, Davis, and Columbia University

How we work

In-person over online

We believe finance is built on relationships and trust. That is why we fly out to meet you and your team directly, and visit your operating sites firsthand

Start small, deliver fast

We like to tackle a single, high-value problem first and deliver clear results within 2 to 4 weeks. This proves our capabilities while we learn how to win together

Improve your bottom line

We know your industry because we come from it. By optimizing the economics of energy and manufacturing companies, we help secure the essential goods, power, and transit Americans rely on daily, including our own families