If you report to a board — or if you ever present to one — this email might save your career.

Because boards are waking up to AI. And they're not asking the questions you'd expect.

They're past "What's our AI strategy?" That was last year's question. This year, the questions are sharper. More specific. And most executives I talk to aren't ready for them.

Question 1: "What is our AI risk exposure?"

Not "do we use AI responsibly?" — that's a values question. This is a quantitative question. Boards want to know:

• What AI systems are making decisions that affect customers, employees, or financial outcomes?
• What's the potential impact if one of those systems produces a wrong, biased, or harmful output?
• Who is accountable for each system, and what oversight is in place?
• Are we compliant with emerging AI regulations in every jurisdiction we operate in?

If you can't answer these with specifics, you have a problem. Not because you're doing anything wrong — but because you can't prove you're not.

Question 2: "What's the ROI on our AI investments?"

Boards have been patient with AI experimentation. That patience is ending.

They want hard numbers. Not "we expect efficiency gains." Not "early results are promising." They want: we invested $X, we got $Y in measurable outcomes, and here's the evidence.

If your AI investments can't produce an ROI table, expect the next budget cycle to look very different.

Here's what to prepare: - Total investment by initiative (including people time, not just tool costs) - Measurable outcomes per initiative (time saved, revenue influenced, cost reduced) - Comparison to pre-AI baseline - Projected returns over the next 12 months

Question 3: "How does AI change our competitive position?"

This is the strategic question. Boards are starting to realize that AI isn't just an internal efficiency play — it's a competitive weapon.

They want to know: Are our competitors using AI in ways that threaten our market position? Are we using AI in ways that create defensible advantage? What happens if we fall behind?

The executives who can connect AI investments to competitive positioning will keep their budgets. The ones who can't will be explaining cuts.

A Prompt to Prepare

"I'm preparing a board presentation on our AI program. The board will ask about risk exposure, ROI, and competitive impact. Based on these inputs about our AI portfolio: [describe your initiatives], help me build: (1) a risk exposure summary by system, (2) an ROI table by initiative, and (3) a competitive positioning analysis. Be specific and use the kind of language board members expect — concise, numbers-driven, and risk-aware."

Try This Monday

Ask yourself: can I answer all three questions today with specific, evidence-backed answers? If not, identify the gaps and start closing them this week.

I built comprehensive board-level governance frameworks in The Sentinel Leader — including the executive oversight dashboards and risk management frameworks that turn "I think we're fine" into "here's exactly where we stand."

The board is going to ask. Be ready.

— Vance Sterling