Offer 05
Private AI Infrastructure
Frontier models when they fit. Private models when data cannot leave.
Some work can use a frontier model. Some work cannot leave the building. Pretending those are the same thing is how projects get blocked by legal, security, or a partner who will not share a ledger.
Private AI Infrastructure is the path for confidential client files, regulated records, and any workflow where the deployment model is part of the product.
We benchmark on sanitized samples first. Production stays customer-controlled.
Pilot. A private-model benchmark on representative, sanitized sample data.
Where it fits
- Client files that cannot leave the firm
- Healthcare, tax, legal, and other regulated records
- Air-gapped or customer-managed model hosting
Where it stops
- Shipping confidential samples to a public model to “just try it”
- A private-cloud sticker on an otherwise public pipeline