How to turn AI investments into measurable marketing impact
Why AI investments aren't delivering ROI yet, and the operating reset that fixes the gap.
One of the teams I work with has a mandate straight from its CEO: “do everything with AI.” So the team mapped its entire demand generation process in Figma. The board has somewhere between 150 and 250 steps on it. The plan is to build an AI system that performs every one.
I love a detailed process map more than is probably healthy. This one makes me nervous. If they complete it exactly as drawn, they may have vibe-coded an entire martech stack: the same campaigns moving through a new collection of tools, after a lot of hours spent rebuilding work the team already does. And still no answer to the only question that matters: did pipeline, margin, or customer value improve?
One person on the team put it more plainly: “I’m using AI for everything and I still haven't closed any gap on my pipe gen goal.” That is The “Do the AI” Trap. AI activity becomes the goal, the roadmap gets very impressive, and business value is left to chance.
The fix is not to stop using AI (obviously). It is to stop starting with AI. Start with the number the business needs to move, work backward to one valuable loop, and give one operator enough authority to change it, measure it, and keep improving it. That is the 30-day process I call The AI Value Reset. In the rest of this issue, I’ll show you how to run it next week.
Create a free account to keep reading. Members get the full article, including:
- the warning signs that tell you AI adoption is rising while business value is not
- a Monday-to-Friday plan for choosing and starting the first workflow next week
- three visual guides to use when the Figma board starts multiplying
- a preview of the paid-member toolkit, including the AI Workflow Prioritization Rubric, live roadmap spreadsheet, and Build vs. Buy Decision Prompt
If “we’re doing a lot with AI” is still the answer nobody can tie to a number, become a free member to read the full guide and run the reset next week. Paid members can also open every template and tool linked below. Already a member? Sign in and keep reading.
