A leading Indian real estate developer with over 35 years of industry experience sought to improve project visibility and reduce operational risk through advanced real estate analytics. Headquartered in Mumbai, the publicly listed company delivers residential, commercial, and township projects across more than 10 major cities and employs over 2,000 people. Despite its scale and reputation for innovation and sustainability, the client faced challenges in tracking milestone performance and monitoring collectible bases across different milestone types. Limited visibility into project progress and financial dependencies increased risk and constrained timely, data-driven decision-making.

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