Our Industries
Sector-agnostic federated learning solutions where our system has been deployed
Maritime & Industrial
Industrial equipment operators and manufacturers have a unique challenge in addressing data sharing. Our clients range from equipment operators that generate the data, to the equipment manufacturers without access to operational data.
Our federated learning approach enables equipment manufacturers and operators across multiple suppliers to work together in improving algorithm performance.
Energy
Grid management happens on local, municipal, national, and international levels. Each stakeholder in the operation of the grid only has a small view of the total system.
Our solution, operated by municipal and energy producers, supports these individual data owners to collectively build smarter control systems and balance load.
Financial Services
In regulated financial markets there are obligations to monitor transaction behaviour in retail and capital markets. BranchKey works with clients to enable access to cross-organisation data analysis to build a federated picture of network transactions.
From KYC, AML, to insider trading, and compliance across the BaFin, Finma, and AFM.
Healthcare
Privacy-preserving machine learning on medical data enables cross-institution collaboration while maintaining regulatory compliance with GDPR and healthcare-specific regulations.
Train models across hospitals and research institutions without centralizing sensitive patient data.
Defence & Security
Sensitive data handling requires secure collaboration methods. Federated learning enables joint model development across organisations without exposing classified or sensitive information.
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