Ramblr One Platform Features

Platform Features Academic Professional Enterprise
Developer seats 1 seat 5 seats 5 seats
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 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 Academic Professional Enterprise
Images
Documents
Video
Video transcription
Sensor streams
Support and Service Academic Professional Enterprise
Platform onboarding
Support and Training Add-on Add-on
Managed labeling services Add-on Add-on Add-on
Governance Academic Professional Enterprise
SSO / MFA
Analytics and insights
Role-based access control and audit logs