Ramblr One Platform Features

Platform Features for Developers Enterprise Solutions Data Solutions
Web interface
Multiple Workspaces and Projects
AI-powered data annotation pipeline
Ingestion API
Custom vocabularies
Zero-shot/few-shot labeling
Instance segmentation and object tracking (SAM 3)
Activity captions and scene graphs
AI-powered QC Model-based QC and/or human gates Model-based QC and/or human gates
Annotation analytics
Agent builder
Custom Agent Skills
Simulation and testing on real world video
Tools and API integrations + custom connectors
Guardrails
Multimodal Inputs for Developers Enterprise Solutions Data Solutions
Images
Documents
Video
Video transcription
Sensor streams
Support and Service for Developers Enterprise Solutions Data Solutions
Platform onboarding
Support and Training Add-on
Managed labeling services Add-on Add-on
Governance for Developers Enterprise Solutions Data Solutions
SSO / MFA
Analytics and insights
Role-based access control and audit logs