Vespoke / decision infrastructure for car retail
Dealers who build their own win.
Turn the systems you already pay for into an operating layer your group owns.
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Six paid-for sources. One owned warehouse. Every output uses the group's definitions.
Why now
The economics of software have changed.
Classifieds lost 70% in nine years. The cost of AI-class compute fell 99.6% in two.
% OF STARTING VALUE, BY YEARS SINCE THE SHIFT BEGAN
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Last time, ad revenue collapsed. This time, AI compute cost did. NAA via Poynter · Stanford AI Index 2025.
The problem + hidden cost
The tools earn their keep. Coordination compounds.
Each tool adds another contract, login, integration, reconciliation, and copy of the data.
CONNECTIONS THAT HAVE TO AGREE, AS TOOLS ARE ADDED
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Twice the tools create more than four times the reconciliations. A warehouse settles the numbers once.
THE RENT REPEATS. THE ASSET STAYS.
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Illustrative rent: $3K–8K a month, plus Dealertrack's published estimate of up to $32K a year in integration fees.
The precedent
Owning the software is now within reach.
The edge is software they own.
| Operator | Size | What they built |
|---|---|---|
| Asbury | ~150 stores | Clicklane, its owned digital-retailing platform |
| Go Auto | 70+ rooftops | An in-house CRM, built 15 years ago |
| Crain Automotive | 16 stores | Crain Vision: DMS, payroll, expenses, ROs, and sales |
| Sutherlin | Multi-store | A service-lane appraisal engine vendors would not build |
| One independent | Single store, $125M | Recon software for less than one year of replaced subscriptions |
What we build
Fifteen systems, built and running on one owned warehouse.
Built inside a 16-rooftop group. Open any system for its problem, replacement, result, and rollout status.
Latest impact // Barnes Crossing Auto Group // 16 rooftops
The group that stopped renting its own reality.
One warehouse. Fifteen systems. More than 26,000 deliveries a year.
Engagement model
Start with one store. Keep what works.
Start with the data.
In 45 minutes, map the sources and choose the first use case.
Book a working session