Technology

Story: FLock.io Wins WEF Recognition With NHS Federated Learning Across 400+ Patients

By Jean-Luc Maracon

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The £100 Million Savings Argument. FLock.io puts a number on what this could mean for the NHS: over £100 million saved annually…

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The Numbers Behind FLock.io's Platform. FLock.io's enterprise federated learning stack — which includes blockchain verification — claims…

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Malaysia Pilot and International Expansion. Beyond the NHS, FLock.io is running a sovereign AI pilot with the government of Sarawak in…

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FLock.io just got a serious nod from the World Economic Forum. The WEF's MINDS programme picked the company for its privacy-preserving AI work — specifically what it's doing…

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Two NHS trusts are already running on FLock.io's federated learning platform: Moorfields Eye Hospital and University College London Hospitals.

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Around 14,000 users are on the platform right now, including patients in diabetes management apps across the UK, Southeast Asia, and East Asia.

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At Moorfields, the federated setup tackles a problem centralized AI can't really handle: multi-site collaboration on sensitive imaging data.

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FLock.io's enterprise federated learning stack — which includes blockchain verification — claims some striking performance figures. Model accuracy up 37%. Costs down 44%.

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The platform is built to be production-ready. FLock.io says organizations can deploy custom AI models efficiently through its setup, which it calls AI Arena and FL Alliance.

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Read also: Coldcard Firmware Flaw Drains 1,367 Bitcoin Across 4,585 Wallets

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And banks are part of the pitch too. FLock.io positions federated learning as a fix for a specific problem in regulated industries: compliance risk pushes institutions toward…

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The international angle matters. Cross-border AI collaboration in healthcare is genuinely hard — data residency laws, different regulatory regimes, patient privacy rules that…

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FLock.io's approach also cuts down on two risks that tend to haunt centralized AI systems: data breaches and model poisoning attacks.

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More context: FCA Slashes Transaction Reporting Fields From 65 to 52, Saving 400 Firms £108 Million a Year

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The WEF recognition through MINDS puts FLock.io in front of a different audience than the usual crypto or AI startup circuit.

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