Kvants AI is building the AI-native future of quantitative strategy creation, powered by KVAI. Its flagship product, Kvants Studio, enables anyone to transform a plain-English trading idea into a structured strategy—then backtest, analyse, refine, and export it without writing code. Users can test strategies against historical market data, strengthen their logic with leading LLMs, and export them in formats such as TradingView-ready Pine Script. KVAI is the utility engine behind this ecosystem. Users deposit KVAI into Kvants Studio to receive AI Credits, which are consumed as they generate strategies, analyse backtests, identify weaknesses, improve logic, and create new iterations. The connection is simple and direct: more strategies created and refined means greater demand for AI Credits, linking KVAI to genuine platform activity and measurable product usage. Kvants Studio focuses entirely on strategy research, testing, education, and export—it does not execute trades, manage funds, connect users to brokers or exchanges, or deploy strategies. Users retain complete control over where and how their exported strategies are used. Built by a team with experience across Citigroup, JPMorgan, Tencent, and Ernst & Young, Kvants is positioning KVAI at the centre of a new generation of AI-powered quantitative strategy development.