Travis Baldwin started detailing cars at his family's dealership when he was 13 years old. Decades later, he's still the guy who notices when something doesn't look right, only now it's an entire industry's wholesale process he's trying to clean up.
Baldwin is a third-generation independent dealer, president of the Indiana Independent Auto Dealer Association, and co-owner of Best Deal Auto Sales, a six-location, family-run store in Northern Indiana with four service centers and about 90 employees.
He joined Paul and Kyle on Auto Collabs to talk about the problem that's been bothering him for years: retail buyers today expect real transparency, but the wholesale side of the business hasn't caught up.
Customers have come to expect a lot of transparency, but on the wholesale side, it's way archaic. The same vehicle can run through the auction five times, five different buyers, same problem, selling green light, and nobody knows about it.
Want the full conversation?
🎙️ Listen to the full Auto Collabs episode for the complete conversation, including Travis's take on interstate title-timing headaches and how he builds a service team good enough to poach techs from franchise stores.
Retail Solved Transparency. Wholesale Never Did.
Vehicle history reports, days-on-lot data, price-change tracking, all of that became standard on the retail side years ago. The wholesale market never got the same treatment.
A vehicle can get flagged, sent back, and re-listed at auction with the same undisclosed issue, and unless the next buyer happens to run into the same problem themselves, there's no shared record connecting the dots.
At Baldwin's own store, roughly 10% of vehicles they acquire, 350 to 400 cars a year, end up in arbitration. That's not a rare edge case. It's a routine cost of doing business that nobody's tracking collectively.
The Real Cost Isn't Just One Bad Car
Kyle's read on this is the sharper insight: every one of these inefficiencies is a downstream cost that eventually gets baked into the price of a vehicle. Auctions need to staff up to handle arbitration volume. Dealers absorb losses on cars that get passed around.
None of that disappears, it just gets distributed across the market until it shows up in what a customer eventually pays. The same logic applies to something Baldwin's state association is actively lobbying on: mismatched title-delivery windows between states (Illinois allows 90 days, Indiana requires 30) that leave dealers and customers stuck when a temp tag expires before the paperwork catches up. Different problem, same root cause, a gap in the system quietly getting paid for by someone downstream.
AI Is Only as Good as What You Feed It
Baldwin's take on AI in his own store is worth sitting with too. His team uses it for tasks like vehicle description writing, but he's explicit that the output is only as good as the specific detail someone gives it. A generic prompt gets a generic description. Telling the tool that a specific BMW has a known oil filter housing issue, or that the brakes were just done, is what turns AI from a shortcut into something that actually serves the customer.
What This Means for Your Store
Baldwin didn't build a fix because he had spare time, he built it because a shared problem kept costing him money and he decided to stop waiting for someone else to solve it. Worth asking where your own store is quietly absorbing a cost that's actually an industry-wide gap, whether that's arbitration, title timing, or anything else nobody's tracking collectively. And on the AI side, the fix is even simpler: the more specific the input your team gives it, the more useful what comes back actually is.
