Introduction In the age of big data and AI-driven analytics, data quality plays a crucial role in business success. Organizations collect vast amounts of data, but inaccurate, duplicate, or incomplete information can lead to misleading insights and poor decision-making. This is where Data Quality Management (DQM) becomes essential. What is Data