Federated learning enables secure scalable telecom analytics by keeping data local while improving insights. This article explores leadership strategy privacy benefits and future readiness for telecom firms navigating data growth worldwide today. Explore how federated learning enables secure scalable telecom analytics while protecting privacy and supporting future-ready networks.