Writing
Honest, practitioner-level writing on MarTech, customer data, and the platforms shaping modern engagement.

⚙️ PART 2 — The AI Imperative: How Intelligent Systems Are Transforming Customer Engagement
The Leap from Static Rules to Algorithmic Personalization

🪄 PART 1 — The Day We Traded Empathy for Efficiency: Why Marketing Automation is Broken
How the pursuit of scale led to the Algorithmic Apathy — and why the next years belong to real-time, event-driven Customer Engagement.