Shutterfly just had to pay up to refinance its debt — a 12.5% yield — partly because lenders are nervous about AI disrupting the business. I think they've got it backwards. AI isn't Shutterfly's risk. It's the best thing that's ever happened to them. Here's what people outside personalized products don't get: the biggest problem was never demand. It's that the products often look bad. A novice's photo — cluttered background, bad lighting — printed on a blanket, pillow, or mug rarely looks like the thing you imagined. That kills repeat purchases. And photo books? The layout process is so tedious that most customers bail before finishing. The industry's biggest revenue leak isn't competition — it's abandonment. AI fixes both. Cleanup and relighting make an amateur photo look professionally shot on any product. Auto-layout turns a camera roll into a finished photo book in minutes instead of hours. To their credit, Shutterfly sees it — they're building AI photo books. The debt markets just aren't convinced yet. The companies that should fear AI are the ones whose moat was "this is tedious, pay us to handle it." Shutterfly's moat is printing, logistics, and decades of customer photos. AI doesn't erode that — it removes the friction that capped it. Where else is the market pricing AI as a risk on something that's actually AI upside?