AI module Cohort Reader
Cohort Reader: the client problem came first.
Sale reporting was leaning too hard on headline revenue and too lightly on payback, repeat rate and customer quality.
client problemworking moduleoperator review
Built from a real problem Cohort Reader
The work behind the module.
I built a module that reads cohorts after a sale and turns the numbers into acquisition lessons.
The sale gets judged by the customers it created and the revenue it borrowed from the calendar.
It reads the source material, handles the repeatable work, and stops for review before judgement or money gets involved.
live systemhuman reviewreceipts attached
“A demo can look clever. The working system has to hold up when the week gets messy.”
Bring the messy version. I’ll tell you where I’d start.
The FOMO, the half-built experiment, the workflow that keeps nagging at you: bring that. We’ll shape the first build from there.