Insights
Latest thinking
On AI-enabled growth, revenue systems, and what actually drives sales for small and midsize businesses.
Self-Learning Loyalty: Adaptive AI Architecture, Causal Incrementality, and the Data Boundary Architect Role in Enterprise Customer Intelligence Systems
A working paper introducing Self-Learning Loyalty as a framework for AI-enabled customer intelligence systems — and the Data Boundary Architect, a new practitioner role required to govern them at enterprise scale.
The Customer Identity Maturity Curve
Most QSR and retail operators are running revenue strategy on anonymous data. They're optimizing for ghosts. Here's the seven-stage framework that shows where you are — and where you're stalling.
Your Competitors Have an Identity Graph. You Have Ticket Numbers.
What grocery figured out, what McDonald's and Starbucks proved, and why the QSR operators building digital right now are making one of the most consequential bets in their industry.
Your Loyalty Program Isn't a Loyalty Program. It's a Discount Schedule.
83% of satisfied customers say they're willing to refer a friend. 29% actually do. That gap is a design problem — and most loyalty programs aren't built to solve it.
The Prompt Isn't the Play Call. It's the Practice Rep.
What coaching youth baseball taught me about AI — and why the most important skill right now has nothing to do with technology.
Most Brands Don't Have a Data Problem
Before you buy another AI tool, answer these 20 questions. The problem isn't your data — it's what happens between your data and your decisions.
2026 Moat: Data Connection Speed
Having the data is no longer enough. The moat is how fast you act on it — and whether your systems talk to each other.
What GameStop Taught Me About Retail Media Before It Had a Name
Before 'retail media network' was a category, we were monetizing a 65M-member loyalty database through owned content and targeted campaigns. Here's what that looked like.