Company name
Autonomous claims adjudication for commercial insurance.
We back the deep-tech and infrastructure companies the next era is built on.
One thesis · Stacked conviction
Layer H backs deep-tech and infrastructure companies building fully autonomous systems — the layer that sits on top of frontier models and turns raw capability into real, compounding work.
Autonomous AI that runs an entire job function inside a regulated industry — priced on the outcome, not the seat.
The enabling layer beneath autonomous machines — simulation, perception, data, and fleet infrastructure for the physical world.
Trust and payment rails for AI agents that transact on their own — identity, authorization, and machine-to-machine settlement.
Autonomous claims adjudication for commercial insurance.
Perception + simulation stack for warehouse autonomy.
Identity and authorization rails for purchasing agents.
End-to-end autonomous back-office for healthcare RCM.
Fleet operations layer for industrial robotics.
Machine-to-machine settlement and spend controls.
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