Scale AI
Reliable AI systems powered by the world's best data — from training to deployment.
Enterprise·All audiences·API available
Key strengths
High-quality human-annotated training data at scaleFrontier model benchmarking and evaluation leaderboardsFull-stack AI deployment from data to productionSpecialized contributor workforce (25% with advanced degrees)Deep expertise across enterprise, government, and defense sectors
Enterprise pricing
San Francisco, USA
Founded 2016
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- RLHF & Fine-Tuning Pipelines — Providing high-quality human preference data and reinforcement learning pipelines to fine-tune frontier LLMs, used by 90% of leading generative AI model builders.
- Data Annotation at Scale — Annotating text, image, video, audio, LiDAR, and sensor data for ML training across autonomous vehicles, robotics, and NLP applications.
- Model Evaluation & Benchmarking — Running private, expert-level benchmarks to assess model capabilities, supporting organizations like the Center for AI Safety.
- Agentic AI Development — Building and deploying autonomous AI agents that drive measurable business outcomes (e.g., EBITDA gains) in enterprise settings.
- Computer Vision Training Data — Generating labeled datasets for object detection, segmentation, and scene understanding in autonomous vehicle and industrial robotics pipelines.
- Public Sector AI Systems — Deploying secure, sovereign AI systems for US and global government clients, including the Scale Donovan defense intelligence platform.