Observable Worlds

Real-world data collection for physical AI.

We make the physical world’s knowledge accessible for training useful, capable, and safe intelligent systems.

Mission

Make the physical world’s knowledge accessible for training useful, capable, and safe intelligent systems.

Vision

Become the trusted data collection layer through which physical AI teams can request real-world human demonstrations on demand.

A global marketplace for collecting, annotating, verifying, and licensing physically grounded data — starting with one product.

Our first productComing soon

Introducing ShowHow.

ShowHow turns a robotics team’s data needs into real-world tasks — and turns those tasks into clean, verified, ready-to-use demonstration data.

We’re building the tools to make that loop reliable: clear task specifications, quality review at every step, and data you can trust the origin of. ShowHow is in active development.

For robotics teams

Request real-world human demonstrations for the tasks your models need to learn.

For contributors

Get paid to help train the next generation of physical AI — no experience required.