
AI for everything that moves.
What we believe
Human progress has never been limited by imagination. It's been limited by capacity — by how much one person can actually do.
Every revolution has changed that number. Steam multiplied our strength. Electricity multiplied our reach. Computing multiplied our minds. Each one made the previous ceiling look arbitrary.
The next multiplication happens in the physical world. Not through incremental efficiencies, but by fundamentally decoupling human effort from physical output, reclaiming the hours that no longer require a person. Because when physical capability is no longer limited by human bandwidth, we don't just do the same things faster. We finally achieve the things we never had the capacity to do at all.
The components are converging. Open-weight models are hitting frontier performance, sim-to-real transfer is actually working, and hardware costs are collapsing.
What's missing is intelligence that holds up in the physical world — not for a quick demo, but every single day, for years. That's what we're building.
Stay close as we build it.
About
Founded by Gaurav Gupta. Twenty years across Sapient, TD, and BNY building critical financial market platforms — systems that must work every single day, for years. Most recently leading Applied AI.
Now building AI for machines that work in the physical world.
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