reSee.it Podcast Summary
A fashion-obsessed founder is building an AI-powered shopping assistant that talks shoppers through brands the way a store associate would. Daydream is a fashion search engine that uses AI to interact with shoppers and aims to unify all real fashion brands, letting consumers ask questions in natural language, save finds into collections, share with friends, and click out to buy on brand sites. A standout feature is a multimodal workflow: users can start with text, upload a photo, or speak, and the system uses both the query and visuals to surface relevant items that align with the user’s style.
Bornstein traces Daydream to a long arc through e-commerce and fashion-tech. She helped build Nordstrom’s early web business, led digital efforts at Sephora including Beauty Talk, then helped run Stitch Fix with a data-driven emphasis on real-time personalization. She founded The Yes, which Pinterest acquired, and after advising there, she launched Daydream. She recounts how the pandemic shifted behavior toward online shopping, providing an opening to test and launch the new product.
Technically, Daydream relies on an ensemble of small models atop large models, with a deep knowledge base built from brand feeds and a user knowledge graph called a 'style passport.' The team uses OpenAI and other providers but aims to avoid latency and inconsistency by localizing most decisions into specialized models tailored to fashion. The system leverages natural language understanding, image inputs, and user preferences to re-rank results and suggest items based on occasion, body type, weather, and other factors. They anticipate agents performing tasks for consumers, including potential checkout.
Bornstein discusses competition and defensibility, arguing vertical, domain-specific fashion knowledge will outpace broad shopping models. She envisions Daydream as an evolving UI that prioritizes speed and personalization, with integration into social channels like TikTok and Instagram. She emphasizes learning from previous startups, assembling a strong technical team, and remaining iterative as the product launches soon. She describes Daydream as a bridge to future shopping interfaces rather than a fixed end state.