Apheris

Apheris is a deep tech company that provides a platform for secure, privacy-preserving data collaboration in the life sciences and healthcare sectors. The company's technology enables organizations to run machine learning models and analytics on distributed datasets without moving or exposing the underlying raw data. By facilitating federated learning, Apheris helps pharmaceutical companies and research institutions accelerate drug discovery, optimize clinical trials, and leverage real-world evidence while maintaining strict data privacy and regulatory compliance. Their platform acts as a secure orchestration layer that connects data providers and data consumers in a governed ecosystem.