Overview
Close the Robotics Data Gap with AI
Structure thousands of hours of video data with the Ramblr Data Engine’s automation. Transform robotic policy execution and human-collected data into powerful datasets.
Collect.
Capture multimodal robotic data directly from real-world deployments.
Automate.
Run fully automated pipelines for temporal action annotation and visual grounding.
Scale.
Process and manage thousands of episodes across tasks and domains.
Collect
Real-World Data Collection Across Domains
The Ramblr Data Engine is purpose-built to scale data collection across robots, humans, and environments.
Robot-Captured Data
Data Factories
Commercial
Human-Captured Data
Industrial
Residential
Automate
Data Automation Optimizes Workflows
AI-powered data pipelines with a human-in-the-loop feedback system that align perception, language, reasoning, and action through multimodal grounding.
Scale
Structure Thousands of Real-World Episodes
The Ramblr Data Engine is purpose-built to scale data collection across robots, humans, and environments.
Language Grounding
Natural-language descriptions for episodes via in-context reasoning and semantic grounding.
Visual Grounding
Visual understanding with instance segmentation and object-level attributes.
Temporal Actions and Scene Graphs
Structured, time-aligned activity labels and scene graphs that capture objects, relationships, and state transitions across the sequence.
Multi-View Correspondence
Consistent cross-view alignment across global, egocentric, and wrist-mounted cameras.
With Ramblr’s labeling platform, we reduced the overhead of multiple annotators to one while ensuring high-quality, advanced annotation. Customized workflows and active learning automated a significant portion of the process while allowing us to refine edge cases, verify accuracy and ground-truth with ease.
Joel Meine - Sr. UX/CX Designer and Strategist at Harvest CROO
Features
AI-Powered Data Pipelines
Automated video annotation at scale, with human-in-the-loop quality control.
Large-Scale Dataset Management
Ingest, manage, and process thousands of real-world episodes every day.
Multi-View and Multimodal
Structure data from robotic task execution and human demonstrations in a single platform.
Use-Case
Ramblr and Harvest CROO Accelerate AI and Robotics in Agriculture.
Harvest CROO, partnering with Ramblr, used the Ramblr Data Engine to teach their autonomous, robotic harvesters to know when to pick a strawberry.
Collect. Automate. Scale.
The Ramblr Data Engine brings AI for next-generation robotics into the physical world by structuring and aligning real-world data at scale.