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Organisations have never been investing more in CX-focused AI, yet many remain trapped in an endless cycle of experimentation. Pilots prove what's possible, but few become embedded capabilities that deliver measurable business value.

This playbook explores why AI initiatives stall – and what the organisations making real progress are doing differently. Drawing on exclusive insights from senior leaders at Google Cloud, Shell, and Commerzbank, it distils the behaviours separating experimentation from enterprise-scale adoption.

The discourse around agentic AI is everywhere. A technology understood by few, implemented by fewer – its meaning often stretched, misunderstood, or oversold.

Here, Rômulo Luzia brings a practitioner's perspective to what agentic AI really is, where it delivers tangible value, and what is required to put it into production. Moving beyond theory, we dive into the architectural, design, and organisational choices that determine whether this emerging model of automation drives meaningful outcomes – or falls short of its promise.

CSAT and NPS remain the backbone of many CX strategies, but they only tell part of the story. While widely adopted, these metrics capture moments in time rather than the full customer journey, leaving organisations without the insight needed to drive meaningful change.

This infographic reveals what today's CX leaders are really measuring, and where critical gaps are holding back smarter, more value-driven decision making.