Writing
Notes from
the work
Opinions formed on real engagements — what actually moves retention, which dashboards get used, and where marketing operations quietly break.
AI Won't Fix a Broken Marketing Operation
AI compounds whatever operating model you already have. If that model is sound, the gains are real and large. If it is broken, you have bought a faster way to produce the wrong work.
4 min readMost Marketing Dashboards Answer Questions Nobody Asked
Dashboards get built from the data outwards, when they should be built from the decision backwards. Here is what changes when you invert it.
5 min readWhy Your CRM Is a Reporting Tool, Not a Growth Engine
Almost every company I work with owns a CRM. Far fewer actually run lifecycle marketing. The gap between those two things is where most retention revenue quietly disappears.
5 min readYour First 100 Customers Don't Come From a Channel Strategy
Early-stage teams reach for the channel mix far too early. The first hundred customers are a learning problem, and treating them as a distribution problem burns the runway that would have funded the real answer.
5 min readDefining KPIs That Survive Contact With a Board Meeting
A marketing KPI has to hold up under questioning from people who do not care about marketing. Most do not. Here is how to build ones that do.
5 min readThe Lifecycle Audit I Run Before Touching Any Campaign
A repeatable five-day diagnostic for finding out where customer value is actually leaking — before anyone briefs another campaign or buys another tool.
4 min read