The Day the Expert Wasn’t There

Specialty retail was built on expertise. But what happens when the expert is not on shift? From plumbing and flooring to wine and beauty, in-store specialized knowledge is becoming one of retail’s scarcest resources. High turnover, complex assortments, and long onboarding cycles make it difficult to scale true category depth across every location. In this blog post, I explore how domain-trained Personal AI models deployed at the edge can help preserve institutional knowledge, accelerate onboarding, and turn every associate into a confident category advisor. If you are thinking about how to protect margin, increase basket size, and elevate in-store experience, this is a conversation worth having.