In today’s business landscape, modern enterprises recognize the value of data as a strategic asset. Those who have successfully transitioned into data-driven organizations are better equipped to compete in the fast-paced business environment. The advent of Big Data has revolutionized how companies understand and utilize the massive volume, variety, and velocity of data. This has resulted in the development of data-driven business strategies that prioritize improved decision-making, planning, and forecasting. A well-executed data strategy can yield benefits such as cost reduction, deeper insights, risk mitigation, and enhanced stakeholder service. However, as enterprises grow and expand, data integration becomes a challenge due to diverse systems, formats, and regulatory requirements. Managing data consistently across these systems requires complex mapping rules that need to be continually updated. These constraints and risks can make it challenging for enterprises to implement effective data management strategies that drive profitability.