We build valuation frameworks that translate player performance and financial clarity. Our work sits at the intersection of match outcomes, individual impact metrics, and market-responsive pricing — turning complex performance data into decisions that actually matter for teams, leagues, and investors.
Sports analytics doesn't need to alienate the people it's meant to serve. We believe that sophisticated performance quotients and financial modelling can be explained clearly for decision makers to act on, yet rigorous enough to withstand scrutiny from data scientists.
We answer the question- how much does this player actually move the needle on winning, and what's that worth?
We've developed frameworks using ML and integrated sport metrics that measure athlete performance, cumulative success, and match outcomes in ways that inform everything from contract negotiations to league operations. Whether you're managing a professional league, building a franchise, or simply want to understand why certain players command premium valuations, our work creates transparency in an industry that desperately needs it.
This is analytics for decision-makers, not just data enthusiasts. Clean insights. Market-responsive valuations. Real utility.
Our Founders
Dr Sahen Gupta | Dr Sarthak Mondal
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