A nine-part series in which each of the eight partner companies tells the story of what they built, why it was hard, and what it made possible.

How CloudFerro's sovereign cloud infrastructure and CloudFerro Sherlock, a secure Inference Platform, give Ambiti8n a trusted path to large language models.

How Engineering connected validated AI models to deployment in a trustworthy and traceable way, so sovereign clinical AI inference stays explainable, auditable, and trusted.

How Reply's App Packager and App Monitoring work behind the scenes to deliver and watch over the Clinical App across Ambiti8n's federated infrastructure.

How CI TASK at Gdańsk University of Technology supplies the compute, cloud and connectivity behind Ambiti8n's federated training service and hospital-side clients.

How E-Group co-led Workstream 3 and built FedX — the federated learning engine that trains an AI model across three hospitals without a single patient record leaving them.

How Villanova.ai built Villanova 2B, a sovereign European clinical language model, and Altea, the governance framework that makes its output safe to act on.

How Result built the heart of Ambiti8n: the clinician-facing application, the in-hospital data pipeline, and the CNN-LSTM model that detects sleep apnea.
More episodes are on the way — each of the eight partners gets one, and the ninth closes the arc. Check back for the next release.