Data Governance

Scale AI

Data labeling, evaluation and AI application platform

About Scale AI

Scale AI provides data labeling and annotation, model evaluation and AI application tooling used by AI developers, enterprises and government agencies. It combines software with a large network of human contributors and experts. Meta took a significant minority stake in 2025.

Common use cases

  • Train frontier models
  • Evaluate generative AI
  • Build enterprise AI agents

Products and services

Scale Data Engine

Data labeling, curation and annotation.

Scale GenAI Platform

Tools for building generative AI applications on enterprise data.

Scale Evaluation

Model testing and evaluation.

Key features

  • Data annotation
  • RLHF data
  • Model evaluation
  • Red teaming
  • Data curation
  • Expert contributor network

Integrations

  • Amazon Web Services
  • Microsoft Azure
  • Google Cloud
  • Snowflake
  • Databricks

Scale AI alternatives

FAQs

What does Scale AI do?

Provides training and evaluation data and AI application tools.

Who owns it?

It remains private, with Meta holding a minority stake since 2025.

Who is it for?

AI labs, enterprises and public sector organizations.

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