Hope Is Not a Flight Plan

He said it almost as an aside, somewhere around the twenty-minute mark of our call. He was running a team of several dozen engineers, and we had been talking through where his AI rollout stood. Then the real thing surfaced. "If I'm being honest," he said, "all I've done is buy the licenses." And then he paused. I asked him what his next step was. He didn't answer right away. That pause held everything at once ... the announcement he'd already sent, the budget he'd already committed, the expectation he'd already set in motion, and the gap between all of that and what was actually happening on his team. The licenses were live. Nobody knew how to fly. The Procurement Assumption This isn't one CTO. I've watched the pattern repeat across engineering organizations at every scale over the last two years. The sequence is almost always the same. Leadership sees where AI is going, someone in procurement gets involved, licenses are negotiated and purchased, an announcement goes out. And then the