# Merit Data

> Robotics training datasets and custom real-world data collection for embodied AI teams.

Canonical: https://liftoapp.com/product/merit-data
Last updated: 2026-11-14

| Detail | Value |
| --- | --- |
| Category | AI |
| Website | [meritsdata.com](https://meritsdata.com/) |

## About Merit Data

Merit Data supplies robotics training datasets and custom real-world data collection for embodied AI teams. Formats include egocentric and multiview human manipulation, wrist-camera recordings, UMI/gripper demonstrations, teleoperation and robot-state data, and failure/recovery examples. Projects can include annotation, quality control, scoped pilots and custom collection. Services are available by custom project quotation.

## Who is Merit Data for?

Robotics researchers, embodied AI teams and machine-learning engineers needing real-world manipulation demonstrations and task-specific training datasets.

## How does Merit Data work?

Review representative data samples on the website, contact Merit Data with the task and data requirements, then scope a pilot, quality controls and custom project quotation.

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