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Whitepaper
The Dealership Nucleus
What an AI-native store actually looks like, the three constraints unique to automotive retail, and the build order that gets you there.
28 min readSeptember 2026
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Strategic Research
Whitepapers
Strategic frameworks for automotive retail leaders. Deep research on AI transformation, data ownership, and the future of dealership intelligence.
New: Interactive ResearchWhitepaper
Every Job in the Dealership
Everybody tells you AI changes the dealership. Nobody will name a job. This paper goes seat by seat through all twenty positions, then lets you model what changes across a 66-person rooftop.
5
Departments
20
Positions
66 people
Average rooftop