Blog
Notes from the lane and the lot. What the auction is telling you, why inventory sits, how to buy a car without overpaying, and which AI vendors can back up their claims.
The first posts are in the works.
Each post will be built the way the work is: a specific situation, the numbers behind it, and what changed.
Buying a car
What a car is worth this month, where buyers overpay, and what to check before you sign.
Auction and inventory
Reading a run list, price-point gaps, and the decisions that decide whether a car sells in two days or sixty.
AI in automotive
What specific automotive AI products do, what they do not, and the questions that tell the difference.