The Ecom-RLVE framework provides a verifiable environment for training conversational agents in retail settings. It uses a dynamic state-tracking system to validate agent actions against real-time inventory and user constraints. This reduces hallucinations during the checkout process. Developers can now benchmark agent reliability using concrete success metrics rather than vague linguistic evaluations.