To support faster and more accurate decision-making, we needed to unify fragmented datasets from finance, marketing, and operations into a single, trusted environment. Automating manual reporting workflows was key to increasing efficiency and reducing delays. We prioritized selecting a scalable platform that could support real-time data access and flexible dashboarding. The goal was to deliver intuitive, stakeholder-specific analytics while ensuring data quality, governance, and long-term maintainability.