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.
Each pilot project includes: