Physical AI research · partnership program open

Training one of the world's most advanced AI systems with trusted real-world data.

Our model learns in real environments through consent-based, privacy-first partnerships with operators around the world, then returns to our Silicon Valley lab to grow smarter with every cycle.

Partner with us → Meet the brain
240+Partner sites target
100M+ hrsOur goal: hours of real-world data streamed
1Model, trained on all of it
00 — From chest cam, to brain

Egocentric capture. Anonymized stream. Continuous training.

01 · Chest camera mount

A soft, chest mounted pod is designed to record the workspace, not the person. Incidental faces are blurred on device and audio is not continuously captured.

02 · POV feed, chest camera
L.hand 0.96 R.hand 0.94 obj.box 0.98
REC 00:47:12
EGO · 60FPS · 1080p
Task: pick → place carton
HANDS 2 / FACE 0 / AUDIO OFF
BATT 87%
STN-009 / AUSTIN

An illustrative first-person view of the hands at work. With consent, these frames contribute to the task datasets used to train the model.

03 · Neural network, training live
epoch412 / 500
loss0.0417
acc94.2%

Every night, clips from around the world pass through the network. Weights shift, loss drops, and the model wakes up smarter.

— See it in action

How it works.

Watch a quick overview of how EggieNet collects and processes real-world data from partner sites.

Compensation terms, payment schedules, and program availability may vary by location and are subject to the terms of each individual partnership agreement.

— Examples of tasks

See the tasks we capture.

Real examples of the everyday tasks our partners record, hands at work, captured from a first-person perspective.

01 — The Network

Real world data, from everywhere, to one brain.

With the consent of participating operators and workers, each recorded shift helps our model learn to handle the diversity of real environments. Site locations shown are illustrative.

Partner site Silicon Valley HQ Data stream
● Live feed
STN-001
412 hrs streamed this month

All site locations, data streams, and operational figures displayed on this map are for illustrative and informational purposes only. Actual network coverage, partner locations, and performance metrics may differ. Nothing on this page constitutes a guarantee of service availability or specific outcomes.

02 — The Model

One model. Built to optimize real life.

Our long-term goal
100M+
Hours of real-world training data, collected with partner sites
Goal coverage
500+
Environments, factories, hotels, warehouses
Weekly target
50,000+
Interactions logged per week, across the network
One mission
1.
General purpose manipulation in any setting

Three pillars, one foundation model.

The model is shaped around three research pillars, dexterity, controllability, and whole-body coordination. It is trained on real task data that participants have chosen to share with us, not synthetic stand-ins.

03 — How partnership works

Four steps. Minimal disruption to your operation.

01

Consent first.

Before any recording begins, we work with your HR and legal teams on signage, written worker notices, and an opt-in consent process, aligned to local labor and privacy law.

02

Capture the task, not the person.

Cameras point downward at the hands and workspace. By design they are not intended to capture faces or continuous audio, and workers may pause recording at any time.

03

Privacy by design.

No faces, no personal data, no phone screens, no confidential documents. On device processing blurs incidental faces before upload. Data is encrypted in transit and at rest, and handled under our published privacy policy and data processing agreement.

04

You get paid, nothing changes.

Partners receive a monthly data-licensing payment per eligible recorded hour, review a transparent dashboard, and may cancel with notice as described in the partnership agreement.

04 — Trust and privacy

Built with the people on the floor in mind.

Privacy by design

No faces, no personal data, no phone screens, no confidential documents. Our cameras are engineered to record the task, not the person. Incidental faces are blurred on device, audio is not continuously captured, and data is encrypted in transit and at rest.

Consent and transparency

Workers are informed in writing before any program starts, participate on an opt-in basis, and may withdraw at any time. Our partnership and data terms are shared up front, not buried in fine print.

Built by researchers

Our team includes alumni and researchers from leading robotics and AI labs. We design our programs to align with applicable U.S., Mexican, and international data-protection frameworks.

05 — Who We Are

The people behind the mission.

Our Team
Our Team

Our Team

Company

We are a passionate team of innovators based in Silicon Valley, driven by curiosity and united by a shared mission to build the future. With diverse expertise and sharp minds, we thrive on solving complex challenges, creating impactful technology, and enjoying every step of the journey together.

06 — Partner with EggieNet

Help shape one of the world's most advanced AI systems, with real-world data from trusted partners.

Tell us about your business and how you'd like to collaborate. Our team will get back to you shortly.