Productivity
Never start from scratch
- Build on the Spark NLP Models Hub to jump start projects with pre-annotations
- Reuse hundreds of pre-trained models – so that annotators don’t waste time on learned tasks
- Automatically pre-annotate documents with over 100 clinical and biomedical entities
Keep Annotators in the Zone
- Make the most of your domain experts’ time
- Optimized screens, keyboard shortcuts, and automated task transitions
- Write & share annotation guidelines
Reach agreement quickly
- Optimized reviews: Visually compare versions across humans & models
- Automated detection and live notifications of inconsistencies
- Analytics for inter-annotator agreement, common confusion
Auto NLP
Active learning
- Active learning automatically trains & improves your model as you go
- Native integration with Spark NLP lets you use the model in custom, scalable pipelines
Deliver an accurate model, not just labels
- Deliver a production-grade model, not just annotations: Train, version & publish models
Built for High Compliance Enterprise Environments
- Deploy on your own cloud or on-premise infrastructure, share nothing
- Full audit trail – versioned and per-user
- Designed to handle PHI or PII
Teamwork
Projects & Teams
- Manage multiple projects, teams, and roles
- 25+ Project types for annotating documents, images, audio, videos, or web pages
- Text annotation: Entities, relationships, document classification, translation or summarization
Workflows
- Customize annotation, validation, and review workflows to fit each project’s needs
- Flexible filtering and search based on task name, user, and tag
- Support human-in-the-loop production workflows that include both models & human review
Security
- All compute & storage done on the cluster
- Central identity management and Single Sign-on
- Role-Based Access Controls
- Password Strength Controls
Analytics
- Project progress indicators
- Annotators productivity dashboards
16192 Coastal Highway
