This study addresses the inherent risk management challenges in decentralized finance. particularly for peer-to-peer (P2P) lending platforms. We propose a novel framework that leverages a Multi-Agent System (MAS) to establish a collaborative network encompassing loan originators. investors. https://www.crochetandknitshop.com/product-category/lip-stick/