The Say/Do Ratio.

Founders and CEOs ask me the same question once they have signed off on the AI strategy. How do I know if my leadership team actually believes it. The dashboards look fine. The slide deck is shared. The agent budget is approved. Adoption keeps slipping.

I have had this conversation with at least a hundred operators in the last twelve months. The answer is always the same. The team is not watching the slide deck. The team is watching the leader.

That is the Say/Do Ratio. The numerator is what leadership says about AI in writing, in town halls, on the all-hands. The denominator is what leadership demonstrably does with AI in any given week. Touched a tool, ran a prompt, redesigned a workflow, killed a meeting because the agent now handles it. When the ratio is close to one, trust forms. When the ratio drifts above two, the organization stops believing.

Why the ratio predicts everything else.

The framework I have been using for years is Quality times Acceptance equals Execution. Q times A equals E. Quality is the technical merit of the change. Acceptance is whether the people who have to execute it actually do. Multiply them. Either factor at zero collapses the result.

Quality has eaten most of the consulting attention for thirty years. Big deck, clean architecture, defensible model. The Acceptance side has been left to HR and Comms. The result is that ninety percent of strategy initiatives ship with a Q of nine and an A of two, and then everyone wonders why the eighteen-month outcome is a six.

The Say/Do Ratio is the leading indicator on the Acceptance side. It is the cheapest number to track and the hardest to fake. The people in your building can read it without any instrumentation. They have already been reading it for a year. The only question is whether leadership is reading the same number.

The restaurant test.

Pretend you walk into a restaurant. The menu is beautiful. The host is warm. The owner steps out and tells you the chef trained in Lyon and the produce is from a farm twenty miles north. You sit down. Then you watch the staff move. The bus stations are dirty. The runners hand off plates the wrong way. The expo line is shouting. The sommelier is on her phone behind the bar.

How long does it take you to discount the menu, the host, and the chef's pedigree.

About ninety seconds. The marketing is the Say. The floor is the Do. The Do wins every time, because the Do is the only signal you cannot fake on a deadline.

Now run the same experiment in your office. The CEO sends the AI memo on Monday. By Wednesday morning every middle manager knows whether the CEO has touched the tool the memo was about. The memo is the Say. The Wednesday morning behavior is the Do. The middle managers act on the Do, then write status reports back to the Say. That gap is where most AI investments die.

The Microsoft data names the gap.

The 2026 Microsoft Work Trend Index put numbers behind the dynamic. Twenty thousand AI users surveyed. M365 telemetry across ten markets. The headline you should keep on your wall.

Only twenty-six percent of employees say their leadership is clearly and consistently aligned on AI. Sixty-five percent fear falling behind if they do not use it. Forty-five percent say it feels safer to focus on current goals than redesign the work. Thirteen percent say reinvention is rewarded even without results.

The same study compared managers who actively model AI use against managers who do not. The deltas are not small. Plus seventeen points on perceived AI value. Plus twenty-two on critical thinking about AI. Plus thirty on trust in agentic AI. Employees of modeling managers are 1.4 times more likely to be high-frequency users. The sibling article on Frontier Managers walks through the rest of the comparison.

The point for this article is narrower. Microsoft has now measured, at scale, the exact gap I have been calling the Say/Do Ratio. When the manager touches the product, the team's relationship to the product changes by twenty to thirty points. When the manager only endorses the product, nothing moves.

The system around employees, the metrics, the incentives, the norms, continues to reinforce the old way. Microsoft Work Trend Index 2026.

The union story.

Years ago I sat across from a Teamsters business agent at the end of a three-week strike. The settlement was fair. Both sides were exhausted. I asked him what would have prevented the strike. He thought for a while and said the company spent five years telling us they cared, and five years showing us they did not. The strike was just the day the gap became impossible to ignore.

That is the Say/Do Ratio in its labor-relations form. It is also why I have spent two decades treating Acceptance as the load-bearing variable. The strike is not the cause. The strike is the moment the gap became visible to the outside world. The gap was always there.

The same dynamic applies to your AI strategy. The day the strategy fails is not the day someone announces the failure. The day the strategy fails is the first Wednesday morning the team realized the executive sponsor had not touched the tool they were being asked to live inside.

How to measure the ratio without ceremony.

The instrument is simple. It does not require a vendor. It does not require a survey platform. It requires honesty.

Pick the five leaders whose behavior matters most. Usually the CEO, the COO or president, the CFO, the CTO, and the function owner of the area being agentified first. For each leader, for each week, capture two numbers.

• Say count. How many times this leader publicly endorsed, advocated, or referenced the AI agenda this week. Memos, town halls, all-hands, internal Slack, public posts.
• Do count. How many times this leader demonstrably used, ran, edited, or redesigned work with an agent this week. Counted with primary evidence. A timestamp, a workflow diff, a prompt log, a calendared decision moved.

Divide. A ratio of one means the leader did what they said. A ratio of two means the leader said it twice for every time they did it. Anything above two for more than two consecutive weeks is a warning. Anything above three is a structural problem.

The ratio is published. Inside the leadership team. Not on a public wall, not in a quarterly business review for the board, just inside the team. The publication is the lever. Once the ratio is shared, the leaders self-correct. Without publication, the ratio is invisible and the gap drifts.

What the Say/Do Ratio certifies.

Phase 3 of the Velocity Framework is the Clarity Certification. The Say/Do Ratio is the second of three certifying instruments. The first is the Frontier Manager Rubric. The third is the IMPACT Scorecard.

The ratio belongs in Phase 3 because it is the leading indicator that the new operating rhythm will survive the next reorg. Pilots that hit their numbers in week 12 and collapse by week 36 always die for the same reason. The leadership Say/Do gap reopened. The team noticed. The behavior reverted to the pre-change default.

If you certify the rhythm without certifying the Say/Do Ratio, you have certified the pilot, not the operating system. The next quarter's earnings call is the next quarter's earnings call. The agent budget will be questioned. The leader who has been Doing will hold the line. The leader who has only been Saying will pivot, and the team will pivot with them.

I have been writing some version of this thesis since 2009, when I started running Voice of the Employee at Lockheed Martin. The instrument has gotten more precise over the years. The principle has not changed. The leader who closes the gap between what they say and what they do is the leader who carries the change. The leader who lets the gap widen forfeits the change, regardless of how good the strategy was on paper.

That is the Say/Do Ratio. That is what we certify in Phase 3.

Source · Microsoft 2026 Work Trend Index Annual Report, May 2026 (Transformation Paradox + Manager Modeling Effect, p. 13). Lockheed Martin Voice of the Employee program, 2009 brochure. Q × A = E framework, AJ Maxwell 2014. Say/Do Ratio originated in AJ Maxwell client work, formalized 2026-05-11.