Cognitive Supply Chain Innovations: Enabling Self-Sovereign Identity and P2P Lending Platforms in Vendor-Managed Systems

Abstract

AI-, ML-, and blockchain-based supply chain innovations are aimed at maximizing system efficiency. The technologies dispense inefficiencies by decentralizing digital identity management via self-sovereign identities and P2P lending to make vendor-financed systems secure, flexible, and scalable financial operations. The proposed framework features predictive forecasting along with cognitive-driven capabilities, P2P financing for support of financing, and self-sovereign digital identities for authentication independent of central control. It maximizes vendor-managed inventory (VMI) through optimal transparency on the blockchain and embracing self-directed digital identities in networks. Platform trials demonstrate that it works, with 92% prediction rate, 91% success with performing operations, and 93% recall of useful data. Such performance demonstrates that the system maximally enhances supply chain efficiency, maximizes data security, and enables dynamic financial operations. The convergence of cognitive technologies, self-sovereign digital identities, and P2P lending is a scalable solution to establish secure and efficient supply chain systems for vendor-controlled ecosystems.