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Thoughts and field notes on MarTech, customer engagement, and solution architecture.

The CDP–CEP Architecture Decision: How to Choose the Right Pattern - Part 2
After mapping the three CDP–CEP wiring patterns, this is the practical framework for choosing which architecture fits your organisation.

The CDP–CEP Architecture Decision: Three Patterns, Three Different Bets - Part 1
Activation inside the CDP, the CDP inside the CEP, or best-of-breed apart: three ways to wire customer data and engagement, and what each choice really implies.

Zero-Copy Engagement: When the Warehouse Becomes the Campaign Brain
Zero-copy activation is not just a new integration pattern. It is a signal that customer engagement architecture is moving closer to the data warehouse, and that the composable CDP idea is becoming part of the broader engagement stack.

Email Isn't Dead. It's Being Rebuilt From the Inbox Up.
After 25 years, email is still the highest-ROI channel in the stack. But the platforms delivering it in 2026 are fundamentally different and the practitioners who treat email as a legacy channel are falling behind.
Weekly MarTech Signals That Matter to Me: Part 3, Week 20
The Insider One/Bluecore acquisition reframes the CEP M&A logic, Klaviyo reveals the full scope of its B2C CRM ambition, HubSpot builds AI inbox simulation into pre-send review, and Salesforce MCN's consent gap finally closes.
Weekly MarTech Signals That Matter to Me: Part 1, Week 18
Agentic Marketing Is No Longer a Roadmap Item. A week of MarTech releases that belong together: AJO's orchestration intelligence layer, MCP going platform-wide, Klaviyo changing the e-commerce equation, Segment's warehouse-native pivot and the governance question nobody has answered yet.
Weekly MarTech Signals That Matter to Me — Part 0
For 25+ years I tried to stay current in this industry through newsletters, bookmarks, RSS feeds and conference roadmaps. None of it worked as a system. What I needed wasn't more sources, it was a process. So I built a reading agent that scans official release notes every week and gives me a structured picture of what actually changed.

2026 Field Notes on Customer Engagement Platforms — Part 3: Insider One
Why Insider One is Part 3 (and why it sits at the crossroads of CEP and “Experience Optimization”)

2026 Field Notes on Customer Engagement Platforms — Part 0
Why this series exists

When CDP Meets CEP: The Convergence of Data and Activation in the Age of Algorithmic Empathy
The MarTech landscape is collapsing the distance between customer data and customer action.