Mamori is a machine learning-enabled platform designed for blockchain value extraction. It addresses challenges in scalability, automation, exploit detection, and efficacy within the Web3 landscape. Mamori applies advanced technologies to detect and protect against zero-day economic exploits, MEV (Miner Extractable Value) searching, and intent solving. The platform leverages algorithmic parsing to establish smart contract sequences and utilizes stateful computation techniques to ensure robust and customizable algorithmic feedback mechanisms.