Example 1 · made up · online shop
The candle shop selling stock it didn’t have
What they noticed
They sell on their own website, on Etsy and at weekend markets. Every few weeks, someone ordered a candle online that had already sold out somewhere else. Refunds, apologies, and a couple of unhappy reviews.
What was really going on
Stock counts were shared between the three through an automation, set up with an AI tool, that ran each night. When it failed, nothing said so, and the website kept selling yesterday’s stock.
What the review gave them
A short note in plain English: where the automation could fail, why nobody was told, and the first thing to change. £200 fixed.
What happened next
They chose a First Fix: the owner now gets an email when the automation hasn’t run, and an item pauses itself if its stock count is more than a day old. £450 fixed.