What is Scale AI?
Scale AI is an enterprise AI company that supplies high-quality training data and evaluations to frontier model builders and builds AI applications for businesses and governments. Its products include the Scale Data Engine, a GenAI platform and Donovan for public sector work, with expert human contributors in the loop.
Model quality depends on training data and honest evaluation, and many enterprise AI deployments stall before production. Scale AI works across the stack: it sources expert contributors (the company says 25% hold advanced degrees) to label and generate data, runs private benchmark leaderboards, and builds and owns custom applications for clients in healthcare, energy, defense and more. Engagements start with a sales conversation, not self-serve signup.
Main Features
- Scale Data Engine for labeled and generated training data for AI models.
- Expert contributor network for specialized data work.
- Private benchmarks and leaderboards for evaluating frontier models.
- Custom enterprise AI applications built and owned through to outcome.
- Scale Donovan for national security and public sector teams.
- Physical AI data for robotics and autonomy programs.
- Solutions for insurance, healthcare, energy and government.
How to Get Started with Scale AI
- Visit scale.com and choose Get Started or Book a Demo.
- Describe your data, evaluation or application needs to the sales team.
- Scope a project and data pipeline with Scale.
- Receive data, evaluations or a deployed system for review.
Scale AI Pricing
No public price list is shown. Projects are scoped and priced after a demo or sales conversation.
Who Should Use It?
- Frontier AI labs sourcing training and evaluation data.
- Enterprises deploying AI into core operations.
- Government and defense agencies needing secure AI systems.
- Robotics and autonomy companies needing real-world data.
- Research groups benchmarking model capabilities.
Scale AI Alternatives
- Appen AI: another data annotation vendor
- Prolific AI: recruits human participants for research and AI tasks
- Palantir AI: data integration and operations platform
Frequently Asked Questions
What does Scale AI do?
It supplies training data and model evaluations to AI developers and builds custom AI systems for enterprises and governments. The company says it has powered AI work since 2016, from autonomous vehicles to large language models.
How much does Scale AI cost?
Scale AI does not publish pricing. Work is scoped per project after a demo, based on the type and volume of data, evaluations or application work you need.
Who uses Scale AI?
Customers named on the site include Meta, Mayo Clinic, Time, BP, Cengage and the US CDAO. It serves generative AI model builders, enterprises, and public sector and defense agencies.