Scale AI

What is Scale AI?

Scale AI is a data and evaluation company that supplies labeled training data, model evaluation and a platform for deploying generative AI and agentic applications. Customers include AI labs, enterprises and public-sector agencies.

Key capabilities of Scale AI

• Data Engine: Produces training data for model development.
• Data labeling and annotation: Human and machine annotation at scale.
• AI evaluation and benchmarking: Tests models against custom and public benchmarks.
• Agentic AI for enterprise: Agent solutions that automate enterprise workflows.
• GenAI platform: Tools to deploy and customize generative AI.

How Scale AI works

Customers define the data or evaluation they need, and Scale combines human experts and automated tooling to produce labeled datasets, rankings or test results delivered through API or platform. The GenAI platform lets enterprises connect models to their own data.

Who uses Scale AI?

Frontier AI labs, large enterprises and government agencies building or deploying AI models use Scale. It is sold as a service rather than a self-serve tool.

Scale AI pricing

Scale AI does not publish pricing. Engagements are priced through custom enterprise agreements negotiated with the sales team.

Scale AI alternatives

Surge AI provides expert human data, Snorkel AI offers programmatic data development, and Labelbox and Encord provide labeling platforms. Scale is positioned as a large, services-heavy data provider.