The design process was shaped by a key idea: AI should feel like an assistant, not an overlay. It had to work in the background, showing up at just the right moments — to suggest, to predict, to nudge. Whether that meant recommending a reorder quantity, or automatically responding to a customer’s question via WhatsApp, the challenge was to make this intelligence feel native to the experience.