Mamori is a machine learning-enabled pathfinder for blockchain value extraction, designed to address zero-day economic exploits, MEV searching, and intent solving. It tackles the challenges of scalability, automation, exploit detection relevance, and efficacy within the Web3 value extraction landscape.