← All topics
The Architecture Behind the Acronyms (CEP): The Category That Named the Whole Stack

The Architecture Behind the Acronyms (CEP): The Category That Named the Whole Stack

Customer Engagement Platform absorbed ESP and MAP, then collided with CDP. That is why it is useful, vague, and dangerous to buy against.
The Architecture Behind the Acronyms (MAP): The Funnel Made Software

The Architecture Behind the Acronyms (MAP): The Funnel Made Software

Marketing Automation encoded the funnel into software. It still fits B2B well, but its campaign-tempo model explains why B2C moved toward event-driven engagement.
The Architecture Behind the Acronyms (ESP): The Engine That Never Died, It Got Absorbed

The Architecture Behind the Acronyms (ESP): The Engine That Never Died, It Got Absorbed

The Email Service Provider faded as a category, but its function still sits inside every modern engagement stack: delivery, reputation, consent, and suppression.
The CDP–CEP Architecture Decision: How to Choose the Right Pattern - Part 2

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

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 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.
Business Autonomy Was Never Just a UI Problem

Business Autonomy Was Never Just a UI Problem

Agentic AI promises to make powerful MarTech platforms easier to use, but unless the architecture underneath is ready, it may simply move complexity from the interface to the operating model.
Email Isn't Dead. It's Being Rebuilt From the Inbox Up.

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

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 2, Week 19

Weekly MarTech Signals That Matter to Me: Part 2, Week 19

Hightouch at $2.75B, Canva buying Ortto, Braze's operational consolidation drop and AJO's march toward autonomous journey management. This week's signals are unusually clear about the direction of the marketing stack.
2026 Field Notes on Customer Engagement Platforms — Part 6: Iterable

2026 Field Notes on Customer Engagement Platforms — Part 6: Iterable

Why Iterable Is Part 6 (and Why It Is the Moment Engine Archetype)
AJO March 2026 Release: Landing Page Custom Forms Reach GA and Why That Matters More Than It Sounds

AJO March 2026 Release: Landing Page Custom Forms Reach GA and Why That Matters More Than It Sounds

Adobe Journey Optimizer's March 2026 release promotes Landing Page Custom Forms to General Availability. A practitioner's look at what first-party data capture directly in AJO actually unlocks, and the other quiet-but-important updates in this release.
MDP, CDP, CEP: The Acronym War Nobody Asked For (But Every Marketer Needs to Understand)

MDP, CDP, CEP: The Acronym War Nobody Asked For (But Every Marketer Needs to Understand)

Martech has a naming problem. Every few years a new (or rather, a resurrected one) acronym shows up promising to solve what the previous…
2026 Field Notes on Customer Engagement Platforms — Part 5: Salesforce Marketing Cloud (Agentforce Marketing)

2026 Field Notes on Customer Engagement Platforms — Part 5: Salesforce Marketing Cloud (Agentforce Marketing)

Why Salesforce is Part 5 (and why “CRM gravity” is a different kind of gravity)
2026 Field Notes on Customer Engagement Platforms — Part 4: Adobe Journey Optimizer

2026 Field Notes on Customer Engagement Platforms — Part 4: Adobe Journey Optimizer

Why Adobe Journey Optimizer is Part 4 (and why “suite gravity” changes everything)
2026 Field Notes on Customer Engagement Platforms — Part 3: Insider One

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 2: Bloomreach

2026 Field Notes on Customer Engagement Platforms — Part 2: Bloomreach

Why Bloomreach is Part 2 (and why it’s a very different CEP story than Braze)
2026 Field Notes on Customer Engagement Platforms — Part 1: Braze

2026 Field Notes on Customer Engagement Platforms — Part 1: Braze

Why this series exists (and why I’m starting with Braze)
2026 Field Notes on Customer Engagement Platforms — Part 0

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

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.
The End of Batch-and-Blast: From Marketing Automation to Agentic Engagement — Part 2

The End of Batch-and-Blast: From Marketing Automation to Agentic Engagement — Part 2

The architectural revolution that eliminated Latency Debt: the mandatory leap from slow batch processing to Real-Time Intelligence.