Leverage distributed data for machine learning without the cost and risk of pooling data.
Scaleout brings federated learning to MLOps. Our software platform lets you develop AI solutions for Fleet AI, smart manufacturing, medical diagnostics and more, without data centralisation.
Clients & Collaborations
A key challenge in AI is access to diverse data in large enough quantities.
By leveraging data distributed over many sites or devices better predictions can be achieved.
Scaleout lets you develop AI solutions without the security risk and engineering cost of centralising data and predictions.
Access more diverse data
Enable collaboration between organisations and subsidiaries by removing regulatory barriers to data access.
Reduce latency and cost in EdgeAI Access data and make predictions directly on edge nodes and devices. Avoid costly data transfers to a central cloud.
Improve data privacy and security
Federated Learning reduces risks in AI by removing the need for copying and moving datasets.
Partner with Scaleout and get on top of an increasingly distributed data landscape in AI:
Get started developing FL solutions today using our open source framework FEDn. Develop solutions for computer vision, NLP, fraud detection and more, with world-leading scalability and resilience.
The Scaleout community is focused on decentralized AI and federated learning.
Our focus is on solving decentralized AI problems using the open source project FEDn, but other related projects and subjects are also discussed.