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Eight companies. Nine stories.

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.

9 episodes New article weekly 4 countries
07 articles published
CloudFerro Sherlock in the Ambiti8n architecture
Episode 07 · CloudFerro

Sovereign inference, without the infrastructure burden

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

Poland6 min read
Engineering's AI Model Catalogue in the Ambiti8n architecture
Episode 06 · Engineering

From validated models to trusted deployment

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

Italy6 min read
Reply's App Packager and App Monitoring components in the Ambiti8n architecture
Episode 05 · Reply

One Helm chart, eight infrastructures

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.

Italy6 min read
How the Ambiti8n ecosystem works: local inference, federation training and shared deployment
Episode 04 · Gdańsk Tech

Infrastructure for cloud-edge AI

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

Poland6 min read
FedX federated learning across hospital edge nodes
Episode 03 · E-Group

Learning from data you can never see

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.

Hungary8 min read
Villanova 2B and Altea
Episode 02 · Villanova.ai

Bringing AI into clinical practice: security, governance and trust

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.

Italy6 min read
Result's eEarly platform
Episode 01 · Result

From the clinic to the cloud-edge continuum

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.

Slovenia8 min read

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.