Strategic-Technological Analysis: Tune Insight (EPFL Spin-Off Federated Analytics)
Tune Insight is a Swiss research spin-off from EPFL in Lausanne that has engineered a novel federated analytics platform employing multiparty homomorphic encryption. The company’s tagline – “Keep your data in, get your insight out” – reflects its core innovation: organizations can collaboratively analyze sensitive data (e.g. patient records, financial datasets) without ever sharing raw information[1][2]. In practical terms, Tune Insight’s software allows hospitals, insurers and other institutions to run collective AI/machine-learning models across disparate data silos, producing shared insights (statistics, trained models) while raw inputs remain locally encrypted.