We built, saga[1] a layer that lets smaller teams access enterprise GPU discounts through collective buying power.
How it works:
1. Aggregate GPU spend across hundreds of ML teams
2. Get enterprise rates through combined volume
3. Pass savings to users, monetize via provider partnerships
Technical notes:
- Works at billing layer only (no access to code/data)
- Supports existing cloud setups or managed GPUs
- Private beta running since January, opening more spots for March
- Currently seeing ~50% savings on H100s/A100s