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With staggeringly high business shutdown rate, roiquant aims to help founders build competitive businesses generating higher return on investment. In other words, our proprietary cloud-based software application is built with analytical company performance data, private capital market data, business tools and simulators, as well as investors database, to serve aspiring and budding entrepreneurs building profitable businesses. In Q4 2022, roiquant will be organizing its first virtual preseed startup competition, which will offer equity-free cash prize money to its top 3 winners.