We partnered with Liquidity Digital, a broker-dealer platform that has facilitated over $300 million in private and public capital investments, to design and develop an AI-powered deal recommendation engine. Built to optimize how VCs discover and syndicate startup deals, the engine intelligently matches investors with companies based on strategic alignment and financial fit. From modeling investor preferences to deploying the system across Liquidity’s platform, we delivered a tool that streamlines deal flow and enhances decision-making at scale.