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Agentic MarTech: The Architecture You Cannot See

Agentic MarTech: The Architecture You Cannot See

Conversational MarTech interfaces hide system boundaries inside permissions, prompts, definitions, retrieval policies and traces. Five questions and an agent register make them inspectable again.
The Architecture Behind the Acronyms (DXP): The Acronym That Tried to Swallow the Stack

The Architecture Behind the Acronyms (DXP): The Acronym That Tried to Swallow the Stack

DXP emerged when websites became complex digital experiences and the CMS was no longer enough. Then the category expanded until it began to describe almost the entire stack.
Weekly MarTech Signals That Matter to Me: Part 12, Week 29

Weekly MarTech Signals That Matter to Me: Part 12, Week 29

A quiet product week still moved a boundary: paid-media execution is being pulled closer to engagement and automation platforms, while more of the campaign chain is being operated through agentic interfaces. Why that is an architecture question, not a feature one.
Four Gravities Shaping MarTech Decisions: Suite, CRM, Data and Engagement

Four Gravities Shaping MarTech Decisions: Suite, CRM, Data and Engagement

MarTech platform decisions are shaped by four gravitational forces: the experience suite, the CRM, the enterprise data layer and the engagement runtime. Understanding which gravity should dominate is more useful than comparing feature lists.
The Architecture Behind the Acronyms (CMS): The Page System That Outgrew the Page

The Architecture Behind the Acronyms (CMS): The Page System That Outgrew the Page

CMS began as a way to publish web pages without editing HTML. It became the structured content layer behind websites, applications, channels and, increasingly, AI agents.
Weekly MarTech Signals That Matter to Me: Part 10, Week 27

Weekly MarTech Signals That Matter to Me: Part 10, Week 27

Hightouch's LiveRamp bid, Zeta's Palantir partnership, Databricks CustomerLake and Tealium Context API all point to the same shift
Weekly MarTech Signals That Matter to Me: Part 9, Week 26

Weekly MarTech Signals That Matter to Me: Part 9, Week 26

Salesforce agreed to acquire Fin for $3.6B and MoEngage acquired Aampe's per-customer decisioning engine.
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.
Weekly MarTech Signals That Matter to Me: Part 8, Week 25

Weekly MarTech Signals That Matter to Me: Part 8, Week 25

Databricks launched an agentic CDP inside the lakehouse, GEO became a buyable category almost overnight, and Salesforce shipped Summer '26.
Salesforce, Adobe and the New Battle for the Content Layer

Salesforce, Adobe and the New Battle for the Content Layer

Salesforce's agreement to acquire Contentful is not just a CMS move. It is another chapter in its long-running content-layer battle with Adobe.
Weekly MarTech Signals That Matter to Me: Part 7, Week 24

Weekly MarTech Signals That Matter to Me: Part 7, Week 24

Salesforce signs a definitive agreement to acquire Contentful, agentic marketing platforms converge on the same agent-plus-MCP pattern
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
Weekly MarTech Signals That Matter to Me: Part 5, Week 22

Weekly MarTech Signals That Matter to Me: Part 5, Week 22

MCP is moving from isolated platform news to a common access layer for customer engagement platforms.
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.
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
Weekly MarTech Signals That Matter to Me: Part 1, Week 18

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
Weekly MarTech Signals That Matter to Me — Part 0

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.
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)

Salesforce Marketing Cloud as CRM gravity: field notes on Agentforce, the Engagement and Next coexistence, and when the anchor helps or hurts.
2026 Field Notes on Customer Engagement Platforms — Part 3: Insider One

2026 Field Notes on Customer Engagement Platforms — Part 3: Insider One

Insider One as user-centric growth: field notes on the CEP that bridges engagement and experience optimization, and where it strains.
2026 Field Notes on Customer Engagement Platforms — Part 0

2026 Field Notes on Customer Engagement Platforms — Part 0

Why this CEP field-notes series exists: the operating model and data architecture decide outcomes, not features. One platform per article.
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.
The End of Batch-and-Blast: From Marketing Automation to Agentic Engagement — Part 1

The End of Batch-and-Blast: From Marketing Automation to Agentic Engagement — Part 1

After 25 years in MarTech, I’ve watched “Marketing Automation” die a slow death. The modern customer demands a real-time system of intelligence.
Agentic Marketing: The Next Frontier Where AI and Human Creativity Meet - Part 3

Agentic Marketing: The Next Frontier Where AI and Human Creativity Meet - Part 3

The future of marketing isn’t automation — it’s collaboration between human imagination and machine intelligence.
The AI Imperative: How Intelligent Systems Are Transforming Customer Engagement - Part 2

The AI Imperative: How Intelligent Systems Are Transforming Customer Engagement - Part 2

Why rules-based automation breaks under if/then sprawl, maintenance debt and latency, and how predictive models replace static segments with real-time decisions.
The Day We Traded Empathy for Efficiency: Why Marketing Automation is Broken - Part 1

The Day We Traded Empathy for Efficiency: Why Marketing Automation is Broken - Part 1

How the pursuit of scale led to the Algorithmic Apathy — and why the next years belong to real-time, event-driven Customer Engagement.