Federated Learning Pilot

Get started with federated learning

As organizations want to validate the use of decentralized AI technology to work efficiently with private and regulated data there can be practical barriers and perceived risk in introducing additional technical complexity in the MLOps pipeline.

The federated learning pilot is a lean project (1-3 months depending on scope and pace) where the customer and Scaleout work closely together to implement and evaluate a proof-of-concept for a specific use-case.

Talk to a Scaleout expert about
your use-case

Each pilot project includes:

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Outcomes & Benefits

  • A proof-of-concept implementation of a federated learning scenario jointly determined by the customer and Scaleout.
  • A detailed understanding of the technology and infrastructure required to succeed with federated learning. 
  • Assess application feasibility of using federated learning models and infrastructure