LinkedInApril 9, 2026
You're measuring AI ROI wrong
Most agentic AI ROI studies measure task completion speed. "This task took 4 hours, now it takes 2."
Most agentic AI ROI studies measure task completion speed. "This task took 4 hours, now it takes 2."
That's the wrong measurement for a commission-based business.
The right measurements are: How many leads converted? How many clients renewed or referred? How many deals closed that would have gone cold?
Those numbers move when your follow-up is consistent, your response time is fast, and your operational layer doesn't have holes. Speed on tasks is a byproduct.
Revenue retention is the actual outcome.
matildahq.com