A US-based pharmaceutical company implemented a SaaS-based Commercial Data Warehouse system and faced various challenges from a solution, partner, cost, and delivery perspective. Data Warehousing for commercial operations can be a challenge to manage; having the right partner is key. To assist, Coforge, with its deep Data & Analytics expertise, migrated the client off the SaaS platform to a new, modern platform, implemented a managed service model, and initiated introduction of features from the backlog requests.