DarkPool is an AI-driven trading protocol built to automate and optimize market execution through decentralized vaults. It combines algorithmic trading systems with real-time data analytics to deliver consistent performance across different market conditions. Each vault operates through AI agents executing predefined strategies, while users can stake tokens to access performance-based rewards.