Insights
Notes from the forecourt.
Short pieces by George Manning on what it's actually like to run AI agents inside a dealership. These are opinion, drawn from our own experience running our own dealership, not advice.
Why we stopped pricing cars by hand
We had 1,900 cars and one manager with a spreadsheet. The maths never worked. Here's what changed when an agent took the job.
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The spares invoice nobody reads
Hundreds of parts invoices a month, matched to a total and filed. Nobody read the lines. When something did, the bill fell by half.
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What an AI agent actually does at 3am
There's a lot of noise about AI. Here's what ours is literally doing in the middle of the night, and what it isn't.
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Rather see it than read about it?
A 30-minute screen-share. No slides. We'll tell you straight if it isn't a fit.