The Human
Foundation
for General Robotics

We capture high-fidelity human experience at global scale to power the future of robotics.

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Hero Illustration
PRODUCT OVERVIEW

The Human Data Engine for Physical AI

Product Overview Illustration
Global Human Fleet

Authentic training data sourced directly from a global community of collectors with unique skill sets operating in real homes, offices, and industrial sites.

Human Egocentric Data at Scale

Scale to thousands of human collectors. Exclusive data sets only accessible by your company.

True Data Diversity

Ensure your models work everywhere. Access training data across thousands of diverse physical settings and unlimited tasks.

Performance-Driven Data

Datasets fully enriched with context and grounding annotations, proven to significantly boost model performance and reliability.

Meet Our Data Collection Work Force

Train on data collected from diverse environments and task around the world.

Meet Annanya: Stay at home mom

Annanya

Meet Carlos: Home repair specialist

Carlos

Meet Anton: Factory Worker

Anton

From Human Action to Robot Intelligence

Capture

Egocentric human data in real world environments

01
Data Processing

Clean, synchronize and validate data.

02
Annotate

Best-in-class annotations and
human-expert feedback

03
Train

Train on datasets with measurable performance improvements.

04

Multi-Modal Grounding Annotations

Ensure superior data quality, best-in-class annotations, and expert human review.

Grounding Annotation
1. Transfer egg from basket to slot 1
2. Transfer egg from basket to slot 2
3. Transfer egg from basket to slot 3
4. Transfer egg from basket to slot 4
5. Transfer egg from basket to slot 5
6. Return to home position

Diverse Global Environments

Access training data across thousands of diverse physical settings and unlimited tasks.

Households
Households

At-home data collectors with unique skillsets and settings.

Industrial
Industrial

Factory and warehouse data collectors across various tasks.

Commercial
Commercial

In-field collectors in commercial kitchens, offices, retail and more.

Unlock the Robotics Data Bottleneck

Up to 10,000 hours / day in demonstration data

Scale up or down based on your custom needs.

Thousands of unique environments

Households, offices, factories, warehouses and commercial locations to match deployment environments.

High-fidelity reliable data

Supercharge model performance with data you can rely on.

Why Humatrack

Trusted Data Collection Workforce

Scale to thousands of verified and qualified collectors across vast unique skill sets and environments to produce data that drives model performance.

Quality Data

Our proprietary data engine combines software and hardware solutions to give you the scale you need with the quality you can trust.

Data Exclusivity

Don’t just license shared data sets. Build your own, unique and exclusive to your needs.

White Glove Service

Your projects are backed by specialized engineering and ops teams that adapt to your cadence.

Robotics Researchers

Collaborate with our in-house roboticists to design bespoke data specifications aligned with your program’s needs.

Made in CA, distributed globally.

Our data engine and protocols are built and tested in our California R&D lab prior to being rolled out to our global workforce.

The Human Data Engine for Physical AI

Book a Demo