Federated Analytics

A technique for analysing data distributed across multiple sources without centralizing it, enabling insights while preserving the privacy of individual data holders.

Analysing data spread across many sources without moving it to one place. Each location runs the analysis locally and only shares the results; the raw data never leaves home.

Federated analytics supports data governance by enabling cross-organisational analysis without data sharing. This is strategically valuable for industries where data collaboration is beneficial but direct data exchange raises privacy or competitive concerns.