What we offer
Federated Machine Learning as-a-service
BranchKey offers enterprise grade cloud and on-prem solutions to manage your federations from development to production using state-of-the-art modeling techniques. The cloud infrastructure is 100% European and offers lightweight APIs to manage deployments following industry standards (e.g., REST and AMQP protocols). Our platform is system agnostic and language independent, but for Python users we maintain a Python-SDK via PyPi.
Read more about our platform.
ML-Deployment Management
We offer dashboards to investigate the health of your federated machine learning deployments at any time. Federation management and access can be controlled via our platform. User rights can be granted and revoked to effectively share resources and knowledge of federations with others in your organisation.
Custom Solutions and Implementation Support
BranchKey works closely with our clients during onboarding and use of our platform. We support in federating existing machine learning solutions and co-develop novel machine learning models with our clients across industries and use cases.
Contact us: [email protected]
About
BranchKey’s platform was born in 2018 out of necessity when working with sensitive image data. Since then, we have worked on numeric, text and vision data with clients in healthcare, defense, energy, shipping and machinery to federate machine learning solutions.
We are a remote company first and maintain a presence in Amsterdam, Netherlands and Berlin, Germany. Since 2021 we’re backed by StartCapital Partners and the Dutch Enterprise Agency (RVO). Our team includes experienced computer scientists, machine learning engineers, mathematicians and data experts from various industries.
Latest Blogs
We occasionally post blogs related to our work
The journey from Python to GoLang
Enhancing our consumer platform to provide federated learning at scale. From a software engineer’s perspective,
The Hidden use of Federated Learning to Auction Adverts in your Browser – FLEDGE
The Hidden use of Federated Learning to Auction Adverts in your Browser – FLEDGE It’s
A Federated approach to Cyber Resiliency
Building Redundancy and Cyber-Resiliency into Intelligent Control Systems by design using Federated Learning. The cyber
