Summary
A generative AI assistant was embedded in digital channels that provided on‑demand project guidance, product recommendations, and review summaries for home improvement shoppers. It replicated in‑store expertise online to reduce decision friction and improve purchase confidence. It was available continuously across web and mobile, scaling expert support without increasing headcount. The approach strengthened digital engagement and supported conversion growth while augmenting store associates.