That's the question one dealership's marketing and IT lead brought to Kyle Mountsier fresh off last week's NCM Friends and Family event. The answer arrived faster than anyone expected, and it wasn't a good one.
🎙️ Kyle and Paul break down the full story, plus three other themes from the event, on today's Automotive State of the Union episode.
A platform manager overseeing several stores had built an automated pricing dashboard for used cars across the whole group. When leadership asked how, the answer was simple: "I gave Claude my IMS credentials." That's a dealership's inventory management system handed directly to a frontier model, with no IT governance in the loop at all.
A Dashboard Is a Nice Result. A Credential Leak Is Not Worth It.
The dashboard worked. That's exactly the problem. A capable employee solved a real business problem in the fastest way available to them, and the fastest way happened to bypass every safeguard a dealership group normally has around its own data. If AI governance, training, and clear boundaries aren't already a conversation at the IT and marketing level in your store, this is the week to start it.
Three Other Things Kyle Kept Hearing All Week
Beyond the credentials story, three other themes kept surfacing in conversations with dealers:
Community. Twenty Groups and tight peer relationships came up constantly, meeting in person several times a year and staying in touch between meetings. Daniel Kim, who moved from Orbi to Barnes Crossing, told the group he's worked across other industries and hasn't found anywhere else that values being in conversation and community the way retail auto does.
Context. As dealers build their own AI tools, the data that matters most isn't just vehicle and brand information. It's the SOPs, the decision-making process, the institutional knowledge of why a store does things the way it does. Brandon Beaver of Beaver Toyota put it plainly: "Institutional knowledge is one of the like most important things right now."
Confusion. Three different GMs and owners told Kyle the same thing: for the past decade and a half, vendors mostly agreed on what dealers should do next. That alignment is gone. Dealers aren't short on options anymore, they're short on direction, and picking a path has gotten harder precisely because there are more paths to pick from.
Institutional Knowledge Is the Asset That Doesn't Expire
AI doesn't solve your problems. It gives your inefficiency a dashboard and a monthly bill. What actually holds up as the technology underneath keeps shifting is the knowledge a dealership has built over years, the reasons behind how it operates, and the people who carry that knowledge. That's the durable asset worth investing in, regardless of which vendor or platform wins the argument this quarter.
Where This Leaves You Today
Governance isn't a blocker to AI adoption, it's what makes adoption safe enough to keep doing. Write down your processes. Clarify your mission and your decision-making, so that no matter which technology path you take, the foundation underneath it stays solid.
Consider this:
Ask whoever manages your dealership's systems whether any employee has ever shared login credentials with an AI tool. If nobody's asked that question yet, today's the day.
