Insights
Perspectives on customer data as infrastructure.
Category thinking, architecture, and field notes on identity, deployment, activation, and first-party data monetization, written by the people who own these decisions.
The Blog
Latest thinking.
CDXP is a category, not a feature
Customer data platforms promised unification and delivered dashboards. The next layer is infrastructure, owned, governed, and wired directly to revenue. Here's why the distinction matters, and what it changes about how enterprises buy.
Read the article →CDP vs CDXP vs CRM: what enterprises actually need
CRM, CDP, BI and marketing automation each solve part of the problem. Enterprises need the layer that makes them agree.
Read the article →On-premise MarTech is control, not compromise
For large enterprises, deployment model is a strategic decision about data ownership, security, and governance, not a step backward.
Read the article →Identity resolution is a control problem, not an accuracy contest
Vendors compete on match rate numbers. Enterprises should ask who controls the rules, and where the data lives.
Read the article →Retail media begins with first-party intelligence, not ad inventory
Durable media revenue is built on identity and audience quality you actually own, not on the scramble for sponsored placements.
Read the article →Build vs buy: why enterprise CDXP is harder than it looks
The instinct to build internally underestimates the real work: identity, consent, integrations, governance, and maintenance.
Read the article →The economics of first-party data monetization
Monetization should be evaluated as a controlled business line, not a campaign add-on, with its own revenue logic and payback.
Read the article →How Binoban tracks and activates visitor intent on its own website
A website should not only publish content. It should understand intent and route demand, inside its own consent boundary.
Read the article →Notes from the infrastructure layer.
Occasional, substantive writing on customer data, identity, and monetization. No newsletters about newsletters.
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