Scale AI's Data Engine for Physical AI provides best-in-class annotations and human-expert feedback on robotics demonstrations.
The platform unlocks the full potential of robotics data with proven model improvements across autonomous systems and embodied intelligence applications.

Scale AI — Physical AI powers next-gen robotics with massive, enriched datasets for physical AI breakthroughs.



Physical AI platform that captures scientific lab execution as machine-readable records.


Generalist robot policy that controls robots across diverse manipulation tasks.


A robot foundation model that powers automation tools deployed directly on manufacturing floors.


Shotwell Robotics Observability is the observability layer for robotics, turning the video data robots already record into automatic failure detection.


AI tooling that guides commercial robot service work and trains technicians.


Supervisely is a platform for computer vision offering AI-assisted labeling and neural network training.


Roboflow provides computer vision dataset and deployment tooling for production models.


Robotics Observability Platform is Foxglove software for visualizing, debugging, and collaborating on robotics data.
micro1 Robotics Data captures expert demonstrations for physical policy models.

Physical AI platform that captures scientific lab execution as machine-readable records.

Generalist robot policy that controls robots across diverse manipulation tasks.

A robot foundation model that powers automation tools deployed directly on manufacturing floors.

Shotwell Robotics Observability is the observability layer for robotics, turning the video data robots already record into automatic failure detection.

AI tooling that guides commercial robot service work and trains technicians.

Supervisely is a platform for computer vision offering AI-assisted labeling and neural network training.

Roboflow provides computer vision dataset and deployment tooling for production models.

Robotics Observability Platform is Foxglove software for visualizing, debugging, and collaborating on robotics data.
