
Automotive4 min
A Better First Conversation When Buying a Pre-Owned Vehicle
Service history, ownership, certification work, and time in inventory reveal more than a polished walkaround alone.
September 4, 2026Read
Writing
Market commentary from the brokerage, and what I have learned applying AI and automation inside companies where being wrong has a cost.

Service history, ownership, certification work, and time in inventory reveal more than a polished walkaround alone.