An Australian telecom giant struggled with slow, fragmented, and costly on-premise data systems that delayed insights and limited AI readiness. We designed and migrated them to a scalable, cloud-native data platform without disrupting operations. The transformation unlocked faster reporting, reliable data access, and a foundation ready for advanced analytics and machine learning.