India's online grocery market is growing fast, but many grocery platforms weren't built for the operational demands that come with scale. What works perfectly well at 500 orders a day often starts breaking at 5,000. Inventory falls out of sync. Products appear available even after stock is exhausted. Delivery slots become difficult to manage during peak hours. Checkout delays increase, and operations teams end up relying on spreadsheets and manual processes just to keep fulfillment moving. The challenge isn't demand. The challenge is that grocery ecommerce behaves very differently from traditional retail.