The Ecom-RLVE framework provides a verifiable environment to test conversational agents in e-commerce settings. It uses adaptive scenarios to evaluate how agents handle complex user requests and inventory changes. This approach reduces the gap between simulated training and real-world deployment. Developers can now quantify agent reliability before launching them into live retail storefronts.