I've sat across from a lot of senior leaders who are trying to build an AI strategy for their organization without a functioning personal AI habit of their own.
They've read the reports. They've seen the demos. They've approved the budget. But they don't actually use the technology daily. And that gap — between the strategy they're building and the practice they're missing — shows up in the work.
The decisions they make about how AI should be used in the organization don't fully account for how humans actually behave when working with AI tools. They plan for the best-case interaction. They don't plan for the awkward middle, where the output is 70% right and someone has to decide what to do with the other 30%.
The 30-day personal experiment
Before you write a single line of your organization's AI strategy, try this: spend 30 days using an AI tool daily for your own work. Use it for things you actually care about — not a contrived demo, but a real problem where you'd notice if the output was wrong.
Write your first draft of a difficult email with it. Analyze a dataset you've been putting off. Summarize the three reports you've been meaning to read for two weeks. Use it where you have context and judgment.
What you'll discover in those 30 days is more valuable than any consultant briefing: the specific moments where AI helps, the specific moments where it misleads, and the metacognitive habits you develop to tell the difference.
What leaders learn from personal practice
When senior leaders build a genuine personal AI habit, three things change in their organizational decision-making.
They stop designing systems for perfect AI outputs, because they know there aren't any. They start designing for the human judgment layer — the moments of review, correction, and escalation that actually determine quality.
They develop better instincts for evaluating vendor claims. The leader who uses AI daily immediately recognizes the difference between a real productivity gain and a demo designed to impress.
They become more credible with their teams. The executive who says "I use this every day" carries different weight than the executive who says "I've been briefed on this." One earns conversation. The other earns compliance.
Build the habit first. The strategy will be better for it.