ABOUT EGOSCALE

Building the real-world data infrastructure for embodied AI.

EgoScale turns large-scale human experience into structured, train-ready data for robotics, VLA models, and world models.

We build the infrastructure to capture, structure, and deliver real-world experience at scale.

WHY WE EXIST

Physical intelligence needs the real world.

The next generation of embodied models must learn from diverse, grounded interactions with real objects, environments, and tasks at a scale that is difficult to achieve through traditional data collection.

Scale

Real-world human interactions at scale.

Diversity

Across people, environments, objects, and tasks.

Structure

From continuous experience to model-ready supervision.

WHAT WE BUILD

Infrastructure for real-world experience at scale.

CAPTURE → STRUCTURE → DELIVER

EgoScale combines purpose-built capture systems, distributed collection infrastructure, and AI-powered data production to transform real-world human behavior into structured training data.

Capture

Natural human interactions in real-world environments.

Structure

Multimodal experience transformed into organized training signals.

Deliver

Datasets aligned with model, task, and quality requirements.

Video · Language · Actions · Trajectories · Depth · IMU · Pose

OUR INFRASTRUCTURE

Built to scale from the real world.

Capture Systems

Purpose-built egocentric hardware designed for continuous real-world data collection.

Collection Network

Distributed collection across diverse participants, environments, objects, and tasks.

AI Data Infrastructure

Scalable systems for processing, structuring, and quality-controlling large volumes of real-world experience.

BUILT FOR PHYSICAL INTELLIGENCE

Built for the next generation of physical intelligence.

EgoScale is an independent robotics data company building large-scale egocentric data infrastructure for embodied AI. We work with AI and robotics teams to turn real-world human experience into data that can be used to train increasingly capable physical intelligence.

EgoScale, the company operating egoscale.com, is independent from research projects and academic papers that may use the same name.

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