How does Scale AI print?
API and seats on a model. Tokens are the COGS.
Data platform and public sector AI. FDE-heavy delivery.
The mix
- API / usageTokens.55%
- SeatsSubscriptions.35%
- OtherOne-offs.10%
Industry-shape composite. Not a filing.
Who pays
Builders on the API. Teams on the seat.
Who builds
Research, applied engineering, and a thin GTM.