
How a Fortune‑500 retailer revamped its data governance framework to unlock value, ensure compliance, and accelerate innovation 1. The Problem 1.1 Fragmented Data Silos A global retailer with 200+ stores and 5 TB of daily transactional data was struggling to get a unified view of its operations. Data lived in disparate systems—POS, e‑commerce, supply‑chain, marketing, and…

In today’s world, the ability to capture, process, and act on data as it arrives is no longer a luxury—it is a necessity. Whether you are building a recommendation engine that must respond to a user’s click in real time, monitoring sensor data from a fleet of vehicles, or feeding a fraud‑detection system with every…