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Ramblr One The developer platform for physical AI agents.
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Manufacturing Guide operators through every step of the job.

Quality Assurance Ensure every task is performed to standards.

Service and Maintenance Capture, track, and contextualize every maintenance task.

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Robotics Close the Gap between Data and Physical AI.

Developers Ramblr One: The Developer Platform for Physical AI.

Use-cases

Hitachi Construction Machinery

Harvest CROO

BASF

medDARE

HORSCH
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Articles and Papers

BARISTA A multi-task egocentric benchmark for compositional visual understanding

Synthetic Video Generation Scalable video multiplication pipeline.

Instruction Generation Minimize the need for prompt engineering.

HD Mask Rendering Pixel-accurate segmentation masks over video.

Projects

Show2Instruct AI systems that respond to spoken queries.

MuvAko Multimodal, context-aware assistance for VR and MR.

REACT Understand human processes in dynamic environments.
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Recording Egocentric Video

Upload Data

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Activities, Relations, and Attributes
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Events AI for the physical world – on-stage and around the world.

Careers Join us at the intersection of AI and spatial computing.

Contact How can we help integrate AI into your solutions?

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Platform

Ramblr One The developer platform for physical AI agents.
For Industries

On-Demand Knowledge Make every worker an expert from day one.

Manufacturing Guide operators through every step of the job.

Quality Assurance Ensure every task is performed to standards.

Service and Maintenance Capture, track, and contextualize every maintenance task.

For Builders

Robotics Close the Gap between Data and Physical AI.

Developers Ramblr One: The Developer Platform for Physical AI.

Use-cases

Hitachi Construction Machinery

Harvest CROO

BASF

medDARE

HORSCH
Pricing
Articles and Papers

BARISTA A multi-task egocentric benchmark for compositional visual understanding

Synthetic Video Generation Scalable video multiplication pipeline.

Instruction Generation Minimize the need for prompt engineering.

HD Mask Rendering Pixel-accurate segmentation masks over video.

Projects

Show2Instruct AI systems that respond to spoken queries.

MuvAko Multimodal, context-aware assistance for VR and MR.

REACT Understand human processes in dynamic environments.

BARISTA

A richly annotated coffee video dataset and benchmark for evaluating vision-language models
Read more
Guides

Recording Egocentric Video

Upload Data

How to Annotate

Documentation

Platform Navigation

The Library

Projects and Pipelines

Manual Annotation

Editing and Refining Annotations

Activities, Relations, and Attributes

Get Started with Ramblr One

The Developer Platform for Physical AI Agents.
Book a Demo
Resources

Events AI for the physical world – on-stage and around the world.

Careers Join us at the intersection of AI and spatial computing.

Contact How can we help integrate AI into your solutions?

Legal

Privacy Policy

Ramblr Data Engine Terms of Service

Development Services Terms and Conditions

Acceptable Use Policy

Third-Party Offerings

Careers at Ramblr

Interested in helping bring AI to the physical world and unlock next-gen intelligent AR/XR devices?
Join the Team

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November 27, 2025

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