Scale AI

✨Key Features

• ▸Core Data Engine: Collects, curates, annotates, and manages massive datasets (images, videos, text, 3D/LiDAR, sensor fusion) with world-class human experts + AI assistance for superior quality and diversity.
• ▸Generative AI & RLHF: Powers leading LLMs through reinforcement learning from human feedback (RLHF), data generation, safety/alignment, model evaluation, and fine-tuning to adapt foundation models to enterprise-specific needs.
• ▸Enterprise GenAI Platform: Full-stack solution for businesses to integrate proprietary data, build custom generative AI applications, deploy agentic workflows, and achieve long-term differentiation.
• ▸Agentic & Frontier Solutions: Develops intelligent AI agents that improve via human interaction; includes defense/intelligence tools, orchestration for decision advantage, and research via SEAL (Safety, Evaluation, Alignment Lab) with private benchmarks and leaderboards.
• ▸Scale & Impact: Delivered 15B+ human decisions, paid $1B+ to global contributors; trusted by Anthropic, Meta, Cohere, OpenAI partners, U.S. Government, and major enterprises.
• ▸Additional Offerings: Model evaluation, safety research (e.g., FORTRESS for national security), open-sourced agentic infrastructure, and tools like Scale Rapid (fast annotation) and self-serve data management.
• ▸Company Background: Founded in 2016, headquartered in San Francisco; ~1,000–1,400 employees; valued at ~$29B (as of recent data); explosive growth driven by GenAI boom.