Scale AI

Scale AI delivers data, evaluations, and outcomes to AI labs, governments, and Fortune 500 companies. The product works across the AI stack, from the data used to train models to the systems that deploy them, with humans remaining in the loop. Its applications focus on building AI systems that function in practice, addressing the common failure of enterprise and government AI deployments by identifying the appropriate use case, constructing the system, and taking responsibility for the result. For enterprise data, Scale sources contributors with precision—25 percent hold advanced degrees—and provides data at the quality frontier AI demands. The product claims that 90 percent of the world’s leading generative AI model builders are powered by its data. Specific uses include turning raw, classified data into actionable intelligence for the CDAO; accelerating Meta’s LLM and generative AI; reducing physician cognitive load for Mayo Clinic by converting complex patient records into clinical intelligence; and benchmarking AI capability for the Center for AI Safety. Other applications span energy operations, personalized learning, and industrial robotics. Scale positions itself as proven across industries including life science, medicine, energy, infrastructure, sovereignty, robotics, defense, healthcare, autonomy, and logistics.