How can ai improve the ecommerce returns experience?

AI can help with condition assessment of returned items, dynamic return policy rules, predicting which products are likely to be returned, identifying serial returners and bracketing behaviour, and feeding return data back into product and sizing improvements. Swap's Agentic Storefront also helps reduce returns upfront through better sizing, fit guidance, and virtual try-on.