Leadership
Enterprise Intelligence
Artificial Intelligence
The 97/29 Problem: Why Everyone Feels More Productive but the Business Isn't
Astute Impact
Two Numbers That Don't Add Up
97% of executives say AI has personally made them more productive. Only 29% say their organisation has seen real, measurable ROI from it.
97%
feel personally more productive with AI
29%
see real organisational ROI
Source: WRITER, 2026 Enterprise AI Adoption Survey
Same tools. Same company. Wildly different results depending on whether you ask the person using the tool or the business trying to grow because of it. That gap has a name now. Call it the 97/29 Problem, and once you see it, you cannot unsee it in your own business.
Why Individual Gains Don't Compound
An employee who gets faster at writing emails does not make the business faster at closing deals. A manager who saves an hour a day with an AI assistant does not automatically pass that hour's worth of clarity on to anyone else. The gains stay exactly where they started: with one person, on one device, in one browser tab.
Three things are missing when that happens:
No shared memory. What one person's AI tool learns about your business today is gone tomorrow, or trapped in a chat history nobody else can see.
No shared process. Five people using five different AI tools five different ways is not a system. It is five separate experiments running at once.
No governance connecting the dots. Nobody is checking whether any of this is actually moving a number that matters to the business, so it never gets reported as a result, because there isn't one to report.
The Fix Isn't More AI
It's connecting what is already there. This is what we call Intelligence Flow at Astute Impact: information moving between people, systems and decisions instead of stopping wherever it first landed. One person's insight becomes the business's insight. One tool's output becomes input the next person can actually use.
That shift, from individual productivity to organisational intelligence, is the only thing that closes the 97/29 gap. Not a new tool. Not a bigger budget. A business that remembers what it learns and connects it to the next decision.
If your team feels more productive than your results show, you don't have an AI problem. You have an intelligence problem. And that's a very different, and much more solvable, thing to fix.
Make progress visible across the team
Connect activity with follow-through. Bring progress and decisions into one report or keep the operating register your team relies on up to date.
