Agentic AI systems are being deployed to address critical retail challenges including inventory stockouts and product returns management. The technology aims to optimize logistics operations by automating decision-making processes related to supply chain inefficiencies. Implementation of these autonomous AI agents could potentially reduce operational costs and improve retail fulfillment performance.