Short one this week. I am in Cambridge for the Harvard Real Estate Symposium, on a panel about AI in CRE with Anne Hollander (VP of AI & Innovation at WinnCompanies) and Leonard Allen-Smith moderating. Regular shipping update lands next Friday. Standing Room Only The AI forum was standing room only. That's the headline. It seems any AI discussion I participate in or watch myself,, the rooms are packed and the questions are "how fast, where do I start, and what happens to my team?" Anne and I came at the topic from different angles. She's inside a large operator leading enterprise AI strategy, data governance, and organizational change across a real portfolio. I'm building the AI-native product layer. The interesting part was how much we agreed on the bottleneck: the gap between awareness and action. Most firms know AI matters. Very few have made the leap to genuine organizational change. That gap is where most of the CRE industry sits right now. The line I kept coming back to in my comments: the ceiling on what a single CRE professional can accomplish has been raised dramatically. The firms that figure this out first will look very different in three years. Smaller teams, bigger portfolios, more output per person. That is not a prediction, it is already happening inside CRE Agents, with the Founders in this group leading the way. Back to building next week. A lot to share. Spencer