Data will save people lives. Data collaborative is aiming at improved decision making in prevention, early detection and management of gastric cancer and its premalignant lesions by scalable, data-agnostic, data-driven, AI-powered trusted data sharing and by combining various federated data sets; this project is expected to serve as a demonstrator for similar approaches in other conditions.