Escaping AI Pilot Purgatory

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.

Inside we unpack:

Why most organisations have reached an AI adoption plateau
The signals that distinguish organisations beginning to scale AI successfully
Why sequencing initiatives creates stronger outcomes than running parallel pilots
Where AI investments begin to generate meaningful business returns
How a clear strategic vision enables long-term AI transformation

Each section provides concise executive insight and links to deeper research, interviews, and analyst takes for readers who want to explore the topic further.

It's a briefing designed for:

Chief Customer Officers
Customer Experience Leaders
Digital Transformation Executives
AI and Innovation Leaders
Customer Operations Leaders

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