Chips & models scale capability
Silicon and foundation models push the ceiling of what a robot can do. None of them keep a customer's fleet under contract.
ExolvR is the operating system and exception-data layer for the embodied workforce — the neutral layer that keeps heterogeneous robot fleets under contract, across every vendor on the floor.
The autonomy gap
The best deployed systems hit task autonomy fast — then grind. Enterprise SLAs don't care. Between what a robot can do and what a contract requires sits a gap that engineers close today by babysitting robots, site by site. It doesn't scale. And no manufacturer can run exception handling for a competitor's robots.
We own the gap — and every exception we resolve becomes the scarcest dataset in physical AI.
The missing layer
Silicon and foundation models push the ceiling of what a robot can do. None of them keep a customer's fleet under contract.
Manufacturers race on product and cede operations — structurally, the way every hardware wave before this one did.
The neutral layer that resolves cross-vendor exceptions, funds the SLA, and turns every failure into a proprietary, uncopyable dataset.
A $50B+ operations layer is emerging as fleets cross from pilot to production. The neutral player that owns exceptions owns the loop — and the data.
Careers · founding team
We're assembling a small founding team of people who've run real fleets, shipped real autonomy, and sold real infrastructure. If the gap between 95% and 99.9% is a problem you've felt in your hands, we should talk. Below are the first roles — click a role to express interest.
You've run 24/7, multi-site fleet operations at scale — Amazon Robotics, Symbotic, or equivalent. You'll stand up the exception desk that keeps heterogeneous fleets above their SLA.
VLA / teleop-to-policy background (Waymo, Cruise, Nuro, or a frontier robotics lab). You'll turn a corpus of live production failures into the auto-resolution engine.
You live in VDA 5050 and Open-RMF. You'll build the adapters that let one control plane speak to every OEM API on the floor — from AMRs to humanoids.
You've sold mission-critical infrastructure SLAs into industrial buyers — Samsara, Datadog, or similar. You'll land the first lighthouse deployers.
Don't see your exact role but you build things that keep robots honest?
Investors
We're raising a seed round to build the neutral exception layer for the embodied workforce — and the in-house, multi-vendor fleet that proves it before a single customer site. We're in conversation with a lead and a small number of strategic robotics and infrastructure angels. The full thesis, market model, and plan are shared under NDA.