Rebuilding Customer Experience with AI

Most organizations believe they are practicing customer experience management. In reality, they are producing artifacts. Static journey maps, often built in PowerPoint, represent a snapshot of understanding at a moment in time. By the time they are published, they are already outdated. Insights are high-level, disconnected, and rarely influence real decisions.

This was the state of CX when I began this work. What followed was not an iteration on journey mapping—it was a shift to building a customer experience operating system.