Retail AI Workflow Automation for Returns, Replenishment, and Approvals: An Enterprise Playbook for Scalable Decision Operations
Retail leaders are moving beyond isolated automation toward AI-driven workflow orchestration across returns, replenishment, and approvals. This article outlines the business case, architecture choices, implementation roadmap, governance model, and partner-led delivery approach needed to improve service levels, reduce manual effort, and strengthen operational control.