Customer stories
Built with leading data teams
Privacy-preserving ML in production.
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SHARE — Spanish Health Data Space for Cancer Research
Acuratio's Federated Learning Module delivers compute-to-data training across the SHARE health data space — prognosis and survival models on 30,000+ lung-cancer patients from 197 Spanish hospitals, with clinical records never leaving each institution.
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Abacus EDC — Cultural data space with sovereign exchange
Acuratio designed and built the architecture and governance for ABACUS SCCL's cultural data space — letting cultural organisations across Spain pool consumption insight without any partner ever giving up custody of their raw data.
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MLEDGE — Epidemic-risk forecasting from telco mobility
Detecting hospitalisations and self-confinement from real telco mobility data across Madrid and Barcelona, with privacy preserved across both individuals and competing operators.
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MLEDGE — Federated Learning-as-a-Service platform
The platform layer behind MLEDGE — a production-grade FLaaS Acuratio built from scratch, covering execution, communications, coordination, governance, and multi-cloud cost optimisation.
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MLEDGE — Federated energy-efficiency supervision for steam boilers
Acuratio built the federated-learning models that predict steam-boiler output across four competing industrial sites — cosmetics, food, laundry, and pharma — without any plant sharing raw data with another.