How do I justify a win that doesn't show ROI?
You don't, not on ROI. Fund a small slice of time that is deliberately exempt from the business case, and measure it on adoption and belief, because the return is a change agent, not saved hours.
You are asking the wrong metric to carry the wrong kind of win, and if you insist on ROI you will kill exactly the thing you most need.
Some AI wins pay back in hours. Grade those on hours. But the first wins, the ones whose real product is a believer, do not show up on that ledger. Their value is what they start: a respected peer who has done the thing, in the open, and will not stop talking about it. That is worth more than a spreadsheet can hold, and it is invisible to every efficiency metric you own.
So do not try to justify it on ROI. Do two things instead. First, carve out a small slice of time or budget that is deliberately exempt from the business case, the way a research line is. Call it what it is: money spent to find and fund belief, not to bank hours. Second, measure it on the thing that actually matters, adoption, not deployment: did a person change how they work, and did they bring someone else along?
A company that funds only what pencils out will never fund the thing that shifts its culture, because culture change never pencils out in advance. The full argument is here, and the Scope Ladder is how you keep an eye on whether the small win is actually climbing.
Cheers,
-Titus
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