We implemented a centralized data lake, a modern data warehouse with optimized data marts, and a robust BI layer- ensuring seamless access and governance across teams.
A dedicated staging layer was developed to support machine learning and AI workloads, enabling predictive capabilities without disrupting the overall system.
By reusing parts of the existing architecture, we kept implementation timelines short, costs low, and disruption minimal- delivering impact fast.