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In today’s digital age, the importance of data-driven decision-making in IT leadership is paramount. This comprehensive chapter delves into the concept, exploring its various aspects such as tools and techniques used, the importance of creating a data-driven culture, successful case studies, and potential challenges. IT leaders will find insights on how to harness data for operational efficiency, strategic advantage, enhanced agility, and risk reduction.