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Data Engine

Annotation and Labeling Automated data processing and annotation.

Video Intelligence Activities, relations, and temporal scene graphs.

Instruction Set Generation Generate training data tailored for domain-specific tasks.

Synthetic Data Transform limited data into diverse datasets that scale.
Applications

Robotics Bridge the robotics data gap with AI.

Assist Give operators real-time, context-aware feedback.

Inspect Monitor industrial processes while minimizing downtime.

Expert Transform expert knowledge into an actionable asset.

Use-cases

Hitachi Construction Machinery Hitachi and Ramblr turn equipment expertise into always-on operator guidance with AI Assist Pro

Harvest CROO Using the Ramblr Data Engine, Harvest CROO teaches autonomous harvesters “when” to pick strawberries – at scale

BASF Ramblr Inspect and BASF eliminate flange failures before they became downtime

medDARE Using Ramblr Inspect, medDARE transforms surgical video into compliance-ready intelligence.

HORSCH Ensure higher quality and increased productivity on the production line.
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.
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
Company

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

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

Pricing Flexible and scalable – choose the plan that fits your team.

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

Data Engine

Annotation and Labeling Automated data processing and annotation.

Video Intelligence Activities, relations, and temporal scene graphs.

Instruction Set Generation Generate training data tailored for domain-specific tasks.

Synthetic Data Transform limited data into diverse datasets that scale.

Get Started with the Ramblr Data Engine

Combine AI automation with optional human guidance for datasets at scale with minimal manual effort.
Book a Demo
Applications

Robotics Bridge the robotics data gap with AI.

Assist Give operators real-time, context-aware feedback.

Inspect Monitor industrial processes while minimizing downtime.

Expert Transform expert knowledge into an actionable asset.

Use-cases

Hitachi Construction Machinery Hitachi and Ramblr turn equipment expertise into always-on operator guidance with AI Assist Pro

Harvest CROO Using the Ramblr Data Engine, Harvest CROO teaches autonomous harvesters “when” to pick strawberries – at scale

BASF Ramblr Inspect and BASF eliminate flange failures before they became downtime

medDARE Using Ramblr Inspect, medDARE transforms surgical video into compliance-ready intelligence.

HORSCH Ensure higher quality and increased productivity on the production line.

Physical AI for Robotics

Bring AI for next-generation robotics into the physical world with the Ramblr Data Engine.
Go to Robotics
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 the Ramblr Data Engine

Combine AI automation with optional human guidance for datasets at scale with minimal manual effort.
Book a Demo
Company

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

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

Pricing Flexible and scalable – choose the plan that fits your team.

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

Book a Demo

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