BitQuant implements a decentralized AI framework for quantitative DeFi analysis, enabling natural language queries for ML-powered market analytics, portfolio optimization, and risk assessment. Powered by the BitQuant agent with capabilities including pool discovery, TVL analytics, price trend analysis, drawdown calculation, and wallet analytics. Users can analyze tokens, DeFi pools, and portfolio risk across multiple chains including Ethereum and Solana.