Over time, its Informatica-based Enterprise Data Warehouse (EDW) had become increasingly difficult to scale, costly to maintain, and slow to support modern analytics needs. As the business pushed toward cloud-first, real-time insights and advanced analytics, the customer needed a faster, lower-risk path to modernize its data foundation on Google Cloud BigQuery, without disrupting critical business operations.