Early in my career, at the New York Botanical Garden, mobile stopped being a nice-to-have. Visitors were standing at the gate looking up hours on their phones, and the website had been designed for a desk they weren’t sitting at. I worked on rebuilding it for mobile-first, because the audience had moved and the platform had to follow.
That shift taught me what a platform transition actually feels like from inside an institution. It doesn’t announce itself as a redesign project. It shows up as a slow mismatch: the analytics say one thing, the site assumes another, and every month the gap costs a little more. The organizations that moved early looked prescient later. They weren’t prescient. They were paying attention.
AI is the same kind of shift, and it’s happening faster. People ask questions and read answers instead of scanning result pages. The traffic reports show it. The referral patterns show it. The institutions that treat this as a fad will get to relearn the mobile lesson at today’s prices.
The playbook rhymes. Meet the audience where they actually are, not where your site assumes they are. Make the platform legible to the new intermediary, which was the mobile browser then and is the answer engine now. And treat the transition as operations, not as a one-time project, because the rules will keep moving after you ship.
Mobile was the rehearsal. This is the performance.