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From hawkers to roadside stalls to branded showrooms to ecommerce portals, the process of selling consumer goods and services through retail channels has followed an interesting evolution over the years. It is worth noting that with every refinement, the task has continually become more complex and specialised, requiring newer techniques by the sellers. In the age of customer-centric businesses, the role of the retailer becomes extremely critical as the last link in the supply chain; for consumer-facing businesses, this leaves no scope for errors and inaccuracies. In an immensely competitive market which spoils the consumer for choice, brands must embrace AI and data-driven solutions to deliver the best customer experience while keeping the costs low. Here are five case studies that demonstrate effective and innovative AI use by Indian retail brands.