Every executive I talk to asks some version of the same question: "Where do we even start with AI?" My answer never changes — measure the ground before you build on it.
You don't need a strategy retreat to do that. You need an honest hour and five questions. Here is the self-audit we run, organized around the five pillars that actually determine whether an AI initiative succeeds or quietly stalls.
Pillar 1 — Data
AI is only as good as what you feed it. Ask: Where does our most important information live, and could a new hire find it? If your knowledge is trapped in inboxes, someone's head, or fourteen versions of the same spreadsheet, that's your first project — not a model.
Pillar 2 — Process
AI accelerates workflows; it doesn't invent them. Ask: What's the most repetitive part of our week, and have we ever written it down? The workflows you can describe in plain language are the ones AI can take off your plate. The ones you can't describe are the ones to map first.
Pillar 3 — Team & Culture
Tools don't adopt themselves. Ask: If we handed the team a powerful AI assistant tomorrow, who would actually use it — and who would quietly avoid it? Readiness here is less about skill than about trust and curiosity. That gap is closed with training, not software.
Pillar 4 — Tech Stack
AI has to live somewhere. Ask: Do our core systems talk to each other, or do people move data by hand? You don't need a perfect stack. You need to know where the seams are, because that's where automation pays off fastest.
Pillar 5 — Governance
This is the one most teams skip — and the one that bites. Ask: Which AI tools is anyone on our team already paying for personally, and what data are they pasting into them? That's "shadow AI," and it's where most companies are exposed without realizing it. A one-page policy beats a staff survey every time.
What to do with your answers
Score yourself honestly on each pillar, high to low. Your lowest two are where you start — not because they're exciting, but because they're load-bearing. Everything else you build will rest on them.