ENABLE & TRUST: The Infrastructure and Governance Layer

Federated computing only scales if the plumbing and the guardrails are both solid — this track brings the two together. Hear directly from the infrastructure players building the technical backbone of federated systems today, and from the governance leaders navigating sovereignty, cross-border data rules, and the trust requirements enterprises demand before they'll deploy.

 

SCALE & DEPLOY: Enterprise Use Cases

Hear from the teams who've actually done it — rolling federated systems out across multiple sites, getting buy-in from skeptical stakeholders, migrating to cloud, running real analyses at scale — across pharma, healthcare, banking, agrotech, cyber defense, and automotive. Learn what worked, what broke, and what it took to get from pilot to production.

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NEXT: Pushing the Science Forward

Where is federated learning actually headed? This track pulls together the researchers pushing the science forward — new approaches and the methods shaping what's possible — alongside scientists sharing real proof-of-concept stories from the field.

 

GROWTH: Market, Capital & Builders

Federated computing is proving itself as the future of AI infrastructure — this track is where the money and the builders meet. Investors active in the space share what they're seeing, where they think the market is headed, and what you should consider whether you're raising, investing, or looking for your next partner.

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