$21M SEED FUNDING

Automate
Profitably.

We help factories monetize with AI and Robotics. Backed by the founders of Scale AI, Coinbase, Vercel, Dropbox, and Hugging Face.

ColumbiaUPenn M&TWhartonNvidiaMetaMITGeorgia TechColumbiaUPenn M&TWhartonNvidiaMetaMITGeorgia Tech
Robotic Arms with US and India Flags
ANALYSIS STREAM
Dexterity Score98.2%
Latency12ms
IMMEDIATE IMPACT

Short Term: Get Automation Ready

Before we even deploy robots, we transform your factory's economics. Our data collection phase provides three immediate sources of value.

1. Productivity Lift

+15%

Observed across our 300+ factory deployments. Workers naturally become more efficient when equipped with our measurement devices (Hawthorne Effect).

2. Automation Report

100%

We do a comprehensive study of your current tasks and identify how much can be automated. Get clear insights into potential productivity gains and ROI.

3. Efficiency Report

100%

Are your employees working for their entire shift? Only pay for true work time. We provide an efficiency report so you know how much each person is actually working.

FUTURE ROADMAP

Long Term: The Automation Journey

01

Data Collection Phase

This is the foundation. We deploy our devices for just 1 day to capture the necessary training data. This phase triggers all the short-term benefits (efficiency & insights) while preparing your facility for the future.

DEXTERITY_ANALYSIS_COMPLETE
HARDWARE_SUITABILITY_CHECK

LOOP forever:

WHILE input_box has adapters:

MOVE adapters to press_bed

IF right_hand holds 3 adapters:

PLACE 3 stamped adapters

Robot Pilot
02

The Robot Pilot

We identify the single most economically useful task to automate. Partnering with our scientific advisors, we train a robot specifically for your line.

CUSTOM_MODEL_TRAINING
HARDWARE_INTEGRATION
03

Mass Deployment

Scale up. We move from pilot to production, training models for every automatable task. This enables 24/7 production and eliminates downtime from a lack of workers.

FULL_LINE_AUTOMATION
PROFIT_MARGIN_OPTIMIZATION
Mass Deployment
PROPRIETARY HARDWARE

Privacy First.
Built for Scale.

10,000 devices in production. Our hardware captures hand-motion data without compromising factory IP or worker identity.

Head and Wrist Camera Devices

Non-Invasive Capture

Head cameras point strictly at hands. Wrist sensors capture micro-movements. No faces, no proprietary facility details.

10k Units

Mass production active. Ready for global deployment.

On-Device Processing

Real-time automazability scoring without cloud latency.

Scientific Leadership

Chris Paxton

Scientific Advisor

Current AI Lead at Agility Robotics ($2B Valuation). Former research scientist at Nvidia and Meta AI.

Prof. Wang Yue

Scientific Advisor

Lead of Physical Superintelligence Lab at USC, MIT PHD. Pioneer in learning from human video for physical agents.

Strategic Backing

CAPITAL_STRUCTURE

LUCY GUO: Scale AI ($30B)

GUILLERMO RAUCH: Vercel CEO ($9B)

DROPBOX FOUNDERS ($7B)

COINBASE FOUNDERS ($60B)

HUGGING FACE FOUNDERS ($4B)