Thinking Out Loud

April 29, 2026 · 6 min read

Introducing CannaCRM: The Intelligence Layer Cannabis CRM Has Been Missing

After 15 years of building CRM infrastructure at Caesars, Vail, Comcast, and C3 Industries, I built the dashboard product cannabis retail has been missing. Here's why and what's inside.

April 28, 2026 · 5 min read

Introducing Pinelands Predictive: Know Which Customers Are About to Leave Before They Do

Most dispensaries find out a customer churned when they run a report and notice the customer isn't in any recent data. By that point you're doing win-back, not retention. I built Pinelands Predictive to solve that specific problem.

April 15, 2026 · 6 min read

Introducing VIP Concierge: The Clienteling Tool Cannabis Retail Has Been Missing

Most dispensaries know who their best customers are. And then they send them the same Weednesdays blast they send to everyone else on the list. That's the gap VIP Concierge is built to close.

April 6, 2026 · 6 min read

Pinelands Marketing Is an AIQ Certified Partner. Here Is What That Actually Means.

Being certified is not about completing a course. It reflects four years of hands-on platform depth, $24M+ in CRM-attributed revenue, and the kind of architecture most operators never get close to.

April 6, 2026 · 14 min read

AIQ Flows Is Here. If You’re Still Building Automations the Old Way, It’s Time to Stop.

AIQ Flows replaces the old campaign-by-campaign workaround with a real visual journey builder. Here’s what it actually does, why channel splits and purchase checks matter, and how to start rebuilding your lifecycle automations the right way.

March 19, 2026 · 6 min read

Why Most Cannabis Loyalty Programs Are Burning Money

Points don’t create loyalty. Behavior change does. Here’s why most dispensary reward programs are just giving away margin with nothing to show for it.

March 5, 2026 · 7 min read

The Case for Lifecycle Marketing in Cannabis

If you’re sending the same message to a first-time buyer and a 3-year regular, you don’t have a CRM strategy. You have a mailing list.

February 19, 2026 · 7 min read

How to Cut Churn Without Cutting Prices

Discounting your way to retention is a race to the bottom. Here’s what actually works when you stop relying on 20%-off as your only tool.

February 5, 2026 · 8 min read

CRM Is Infrastructure, Not a Campaign

The best CRM programs aren’t built in a quarter. They’re designed to compound, layering data, automations, and insights over time until the gap between you and your competitors is unclosable.

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