Shipped with Flower
Real cases from teams using Flower. Some were built independently by community champions. Others were built together with our Forward Deployed Engineering team. Both paths are treated as first-class. Both end with customer ownership.
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250,000+ patients. Zero data leaving.
The first federated chronic kidney disease study in German primary care, run with AstraZeneca across 60 GP practices.
Federated AML across two continents.
Banking Circle extended its European AML model to the US without letting a single transaction cross the Atlantic.
The UK's largest federated biomedical dataset.
PharosAI is uniting tissue samples across NHS biobanks without data ever leaving the trusted research environment.
Secure aggregation, one shot.
JPMorgan AI Research built a faster, dropout-resilient secure aggregation protocol and contributed it back to Flower.
Have an outcome to share?
If you've shipped federated AI with Flower, your story belongs on this page. Champions get the headline, not a citation.