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This study evaluates Chennai’s data center market, focusing on AI/ML-driven facilities and identifying future growth opportunities. It explores global and Indian trends, Chennai’s real estate landscape, supply-demand dynamics, and drivers of data center expansion. Using both qualitative and quantitative methods—including literature review, expert interviews, and market analysis—the research assesses scalability, energy efficiency, and regulatory challenges. It aims to provide actionable recommendations for stakeholders such as providers, developers, and investors. The findings offer strategic insights into Chennai’s potential as a data center hub, aligned with emerging technologies and future demands in the AI/ML landscape.