In today's fast-paced e-commerce environment, Q-commerce (Quick Commerce) has transformed how businesses deliver goods to customers. This delivery model focuses on providing rapid delivery of products, often within an hour, leveraging smaller, strategically placed "dark stores." Dark stores are small, local warehouses catering specifically to e-commerce without direct interaction with walk-in customers. These stores are critical for the success of Q-commerce businesses like Instacart, Gorillas, Getir, and Zepto, which rely on dark stores to fulfill last-mile delivery needs efficiently.