The real challenge for most organizations is operationalizing the data that already exists and making it usable for AI at the ...

Forbes contributors publish independent expert analyses and insights. Randy Bean is a noted Senior Advisor, Author, Speaker, Founder, & CEO. How does a venerable American brand known for creating the ...

The persistent divide between what brands believe they are delivering and what customers actually experience comes down to ...

One of the toughest areas of retailing to define is customer value. The reason is because recency and frequency can change radically within a short period of time. When is a customer simply out of the ...

Modern CX depends less on where data lives and more on how signals, AI, and governance come together at decision time. For much of the past decade, customer data platforms (CDPs) were positioned as ...

Discover how to use AI and customer data ethically to strengthen trust, loyalty and long-term business growth. Learn practical ways to scale personalization and connection without sacrificing your ...