Automating the selling surface. Marketplace integrations, order and shipment lookups, return and cancellation flows, exposing the product catalog to an agent, keeping stock and price data accurate, and handing off the repetitive work on the seller side.
For decades, the digital shopping experience has been a linear path: search, filter, click, and buy. We’ve treated e-commerce platforms as digital vending machines—efficient, yes, but fundamentally passive. You tell the machine what you want, and if you use the exact right keyword, it gives it to you.
The retail landscape is witnessing a fundamental shift. For decades, the "search bar" has been the primary gateway for online shoppers—a rigid tool where success depended on the user typing the exact keyword the retailer had indexed. But as Amazon recently demonstrated by bringing its AI shopping
