CRM Leadership

“Agentic AI” is everywhere right now. But after years of working hands-on with CRM and Martech systems, one thing is clear: Most of what’s being labelled as agentic...

Hiring for CRM roles taught me one thing the hard way: Strength in one dimension is not enough. I’ve seen candidates who were deeply data-driven but couldn’t translate...

CRM used to be about campaigns and communication. Today, it’s increasingly about data, systems, and infrastructure. Over the years, the role has quietly shifted from...

A framework for evolving your CRM strategy from basic batch-and-blast emails to sophisticated, AI-driven predictive modeling that anticipates customer needs.

Practical applications of machine learning in lifecycle marketing, focusing on churn prediction, next-best-action modeling, and lifetime value optimization.

Marketing used to lean heavily on either numbers or creativity. Today, neither works in isolation. Data can tell you what is happening. Creativity defines how it is...

Most customer engagement platforms promise better personalisation and smarter communication. But none of that works without one thing: Clean, consistent, and connected...