Federated Analytics is a method of analyzing data across multiple devices or organizations without moving the underlying data to a central location. Each participant processes its own data locally and shares only selected analytical results, helping preserve privacy while still enabling collective insights.
For example, hospitals can analyze patient data locally and contribute aggregated statistics to identify healthcare trends without sharing individual patient records. Federated Analytics is useful in healthcare, finance, telecommunications, and connected-device ecosystems where data privacy and distributed analysis are important.
