ABSTRACT QuantumSelf is a new system that combines quantum computing and AI agents to manage global supply chains without human help. It replaces traditional, slow methods with a self-optimizing network that fixes issues like unpredictable demand and shipping delays. By using advanced math to balance stock and AI to make instant decisions, the framework achieves 72% faster order fulfillment, 45% fewer out-of-stock incidents, and a 25% reduction in carbon emissions. Essentially, it turns complex, messy logistics into a faster, cheaper, and fully autonomous digital network. Key words: QuantumSelf, Quantum Computing, Agentic LLMs, Autonomous Logistics, Supply Chain Orchestration, QUBO, QAOA, Digital Twin, Bullwhip Effect, NISQ Era, Demand Forecasting, and Combinatorial Optimization.
Dr. C. Udhaya Shankar, Vamsi Krishna .N.P, Madhusudhanan T, Varshini B and Vishaal P (Wed,) studied this question.