The S-RACE platform is a cloud-based AI solution for using real-world health data. It addresses data quality and governance challenges with an end-to-end pipeline, including on-premise anonymisation and tools for clinicians and data scientists. Aligned with responsible AI principles, it aims to accelerate the translation of AI research into clinical practice, improving patient care.