Data, evaluations and applied AI
Scale describes three core operating surfaces: Data at Scale, Evaluations and Applied AI.
A private AI infrastructure company providing training data, model evaluations, red teaming and full-stack applied AI systems to labs, enterprises and governments.
This baseline uses Scale’s own company and governance announcements. Scale-reported operating metrics and valuation are attributed, not independently audited here.
The current baseline shows how admitted knowledge was produced. A capital or market trajectory is displayed only after at least two source-backed temporal observations exist.
Scale AI sits between model development and operational deployment. Its role is broader than labeling: the company now frames data, evaluation and applied AI as an integrated reliability stack.
Scale describes three core operating surfaces: Data at Scale, Evaluations and Applied AI.
Scale reports a $29B valuation following Meta’s 2025 minority investment.
Products are independent entities linked to the company. They are not aliases for the organization itself.
Data, annotation and reinforcement-learning feedback capabilities for model development.
Evaluation and red-teaming capabilities for measuring and improving AI systems.
Full-stack systems for building, deploying and overseeing AI applications.
Appointed to lead Scale after Alexandr Wang joined Meta’s AI efforts.
Founder who retained a board role after joining Meta in 2025.
These are typed, source-backed relationships. Shared categories do not automatically become competitor claims.
Scale announced a Meta minority investment and expanded commercial relationship.
Scale announced a Meta minority investment, a valuation above $29B and a CEO transition.
Scale’s current company profile identifies 2016 as its founding year.
First-party sources prove attribution: what the organization reports about itself. They do not automatically prove every outcome or interpretation.
This projection is based only on shared category and declared operating roles. It is not a competitor or investment claim.