The challenge
A healthcare provider wanted to run AI models over patient records, but the models lived with a third-party vendor and the records could not leave the provider’s custody in the clear.
The approach
Inference runs on confidential H100 compute inside a Modelyo environment. The provider’s data and the vendor’s weights meet only inside the seal: neither party, nor the cloud, nor Modelyo, sees the other’s material.
The result
The programme launched without a data-sharing agreement, because no data is shared — only sealed inference. Every answer carries proof of which model ran and on what data.
We got the model without giving up the records. That was the whole problem, and it went away.Chief data officer, healthcare provider
