Scale AI

Scale AI is an enterprise data and evaluation platform that helps organizations build reliable AI systems, positioning itself as the trusted partner for the entire AI lifecycle from raw data to deployed models. The company's flagship offering is the Scale Data Engine, which combines expert human-in-the-loop data production with automated tooling to create high-quality datasets for training, fine-tuning, and evaluating AI models. Its services span computer vision annotation, natural language processing, RLHF for aligning large language models, generative AI data, and expert-level model evaluation for benchmarking frontier AI capability. Scale also operates in physical AI, providing real-world training data for industrial robotics and robotic foundation models, as seen in its partnerships with Physical Intelligence and Universal Robots. The platform supports a wide range of industries: government and defense clients like the U.S. CDAO use it to turn classified data into actionable intelligence, healthcare organizations like Mayo Clinic reduce physician cognitive load by converting patient records into clinical intelligence, energy companies like British Petroleum accelerate enterprise AI adoption, and education companies like Cengage build personalized learning experiences. Scale's evaluation tools benchmark models with expert-level assessments, and its agentic AI offerings help private equity firms and enterprises drive measurable gains. The company has raised over a billion dollars in funding, serves some of the most demanding AI organizations in the world, and offers custom enterprise pricing with dedicated support. Scale's value proposition is reliability: AI systems used for critical decisions need verified data and rigorous evaluation, which is exactly what the platform provides. The platform supports a wide range of industries: government and defense clients like the U.S. CDAO use it to turn classified data into actionable intelligence, healthcare organizations like Mayo Clinic reduce physician cognitive load by converting patient records into clinical intelligence, energy companies like British Petroleum accelerate enterprise AI adoption, and education companies like Cengage build personalized learning experiences. Scale's evaluation tools benchmark models with expert-level assessments, and its agentic AI offerings help private equity firms and enterprises drive measurable gains. The company has raised over a billion dollars in funding, serves some of the most demanding AI organizations in the world, and offers custom enterprise pricing with dedicated support. Scale's value proposition is reliability: AI systems used for critical decisions need verified data and rigorous evaluation, which is exactly what the platform provides.