AI imagery only looks on-brand when there's a system behind it. BrightSpec, a spectroscopy company, was using generic stock photos that didn't say anything about their science. I started in Figma, not in an AI tool. We found the visual anchors that would make a whole set feel like one brand: molecular structures, at least one glass-like element, text tags for clarity, and a consistent texture and blue tone.