CLE Cigars has launched a new AI-powered Self-Service Portal designed to help retailers streamline purchasing, reduce inventory pressure, and keep shelves consistently stocked — all at no additional cost.
The platform analyzes a retailer’s purchasing history, studying order cycles dating back to 2022, and generates week-by-week suggested orders based on historical trends and current buying patterns. According to the company, beta testing that began in May 2025 showed the system to be 92% accurate. In most cases where adjustments were needed, the recommendations were conservative — underestimating growth rather than over-ordering.
The goal is simple: remove guesswork from purchasing decisions while preventing out-of-stocks and excess inventory. Retailers logging into the system can view their order history, current backorders, real-time color-coded stock status for CLE SKUs, multiple weeks of suggested orders, and trending products from the portfolio. The platform also allows users to modify suggested orders — adding or subtracting quantities before final submission.
AI-driven replenishment tools have long been standard in large retail environments such as supermarkets and convenience chains, but cost barriers historically made similar technology inaccessible to boutique industries like premium cigars. CLE’s rollout signals a shift toward more data-driven inventory management within the specialty tobacco channel.
To encourage adoption, CLE is offering free shipping on orders placed through the portal during the month of March. Orders must include a minimum of four boxes and may not exceed six weeks’ worth of product.
Retailers can access the CLE Self-Service Portal at order.clecigars.com. After entering the registered email address, users can select “Forgot Password” to generate login credentials. Those needing assistance can contact CLE customer service at 1-800-253-1429.
For retailers navigating tighter margins, fluctuating consumer demand, and the constant pressure of inventory management, AI-assisted ordering represents a potential operational advantage — helping maintain stock consistency while reducing the burden on in-house purchasing resources.