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Notes on dealer tech,
AI & ownership.

Practical, no-hype reading for dealer principals and operators — on what the stack really costs, when to build versus buy, and where AI actually moves the numbers.

Latest

Built for operators, not hype cycles.

Tech Spend

How Much Do Car Dealerships Really Spend on Software?

Most dealer principals can name their DMS bill — but few can total the whole stack. Here's what the rented tools really cost a rooftop, and a group, every month.

6 min read →
Strategy

Build vs. Buy: Should Your Dealer Group Own Its Software?

Every dealer group rents its software. A growing number are asking whether they should own it instead. Here's an honest framework for the decision.

7 min read →
AI & Operations

AI in the Dealership BDC: A 2026 Guide

The BDC is where most dealerships quietly lose deals — to slow response, missed calls, and after-hours silence. Here's how AI is changing that, and how to adopt it well.

7 min read →
Concepts

What Is a Dealership Operating System?

The phrase gets used loosely. Here's a clear definition of a dealership operating system — and how it differs from the stack of disconnected tools most groups run today.

6 min read →
AI & Operations

Speed-to-Lead: Why the First Dealer to Respond Usually Wins

Of all the things a dealership can control, response time is one of the most reliable predictors of conversion. Here's why — and how to win it every time.

5 min read →
Strategy

How to Consolidate Your Dealership's Tech Stack

Most dealer groups know their stack is bloated. Fewer know how to fix it without a risky migration. Here's a practical, low-risk path to consolidation.

6 min read →