The deployment layer
for foundation robot models.

Deploy connects state-of-the-art robot AI to your factory floor, starting with contract packagers. Guaranteed throughput. Day one.

Request a pilot → See how it works →
Pilots active in Bay Area & Midwest
“ The foundation model demos look incredible. Getting it onto our floor is a different story.
“ Our integrator quoted $400K and nine months. Our labor shortage is happening now.
“ We switch SKUs every two weeks. Reprogramming isn't an option.
How it works

The loop that runs your floor.

01 / 04: Plug in

Connect in days,
not months.

Deploy connects your existing robots (Fanuc, ABB, UR, Yaskawa) and factory systems (MES, WMS, SCADA) to a foundation model. No rip and replace.

02 / 04: Run

Robot takes
the task.

Mixed-case palletizing, kitting, and custom packing. The robot runs autonomously from day one, guided by state-of-the-art generalist models.

03 / 04: Catch

Human catches
the edge cases.

When the robot hits an unfamiliar SKU or an edge case, a remote operator takes over in seconds. The line never stops.

04 / 04: Learn

Every intervention
makes it smarter.

Each teleop handoff becomes training data. Your specific SKUs, layouts, and packaging quirks. The model gets better every shift.

The Deploy Promise

We guarantee
the work
gets done.

01

Teleop safety net

If the robot can't handle it, a human operator takes over in seconds. The line keeps running.

02

Uptime SLA

We commit to throughput targets, not "up to X% accuracy." We take on the operational risk.

03

No rip and replace

Works with your existing OEM hardware and factory management systems. Deploy is a software layer, not an overhaul.

04

Gets smarter over time

Every deployment improves with your specific SKUs and layouts. The longer you run, the better it gets.

Where we start

Built for the work that
changes every week.

Mixed-case palletizing

Heterogeneous SKU stacking at line speed. The task that breaks traditional automation.

Deployable

Kitting & assembly

Multi-component kits assembled to spec. Adapts to new configurations without reprogramming.

Deployable

Custom gift sets & bundles

Seasonal and promotional runs that change weekly. The exact use case robots used to fail at.

Deployable

Order fulfillment & co-packing

DTC and B2B fulfillment with variable SKU mixes. Throughput guaranteed regardless of order complexity.

Deployable
Why now

The models are ready.
The factories need them.

  • Foundation models from Physical Intelligence, Skild AI, and Covariant can now handle dexterous manipulation tasks that stumped rigid automation for decades.
  • U.S. manufacturing has 600K+ unfilled jobs. Contract packagers are turning down business they can't staff.
  • No single OEM or integrator owns the model layer. The deployment interface is wide open.
  • The teleop-to-training flywheel means every customer makes the model better for every other customer.
Foundation model providers
Physical Intelligence Skild AI Covariant
OEM robot compatibility
Fanuc ABB Universal Robots Yaskawa KUKA

Deploy is model-agnostic. We integrate with the best available model for your task and swap it out as the field advances.

Get started

Ready to run a pilot?

Tell us about your facility and task. We'll get back within 48 hours.

Investors & accelerators

Building for the long term.

We're talking to investors and accelerators who believe American manufacturing deserves the best AI available.

Talk to us →