NewFangled Vision is a verifiable active entity (est. 2019) with a functional product (VADY) and validated clients like Hero Steels. However, the submission contains significant inaccuracies: the claim that 'most people have used my product' is demonstrably false for a B2B BI tool, and the revenue/marketcap figure is ambiguous and low for a claimed 125-person team (actual estimated revenue ~₹1.16 Cr / $140k USD). While the 'No LLM' privacy-focused NLP approach has merit for enterprise security, the 7-year slow traction relative to team size and the hyperbolic claims significantly impact the score. The project falls into the 'Small but promising' to 'Comparable' lower-bound category due to verified existence but weak financial traction.
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