Scale AI
A data labeling and AI infrastructure platform. Scale AI provides human-in-the-loop data annotation, evaluation services, and enterprise AI infrastructure. Their services include RLHF data generation, model evaluation, and the Spellbook platform for LLM applications.
Implements
Concepts this tool claims to implement:
- Annotation primary
Human annotation workforce for labeling data. Support for text, image, video, and 3D data. Quality control and consensus mechanisms.
- Human Feedback primary
RLHF data generation services. Preference ranking for model training. Red teaming and safety evaluation with human annotators.
- Benchmark secondary
Model evaluation services. Comparative analysis across models. Custom evaluation criteria with human judges.
Integration Surfaces
Details
- Vendor
- Scale AI Inc.
- License
- Proprietary
- Runs On
- cloud
- Used By
- human, system
Links
Notes
Scale AI is the dominant data labeling provider for AI companies. Used by OpenAI, Meta, and others for training data. RLHF services are key for alignment work. Enterprise pricing - not for small projects. Spellbook is their entry into LLM application platforms.