Data-Driven Customer Advantage
Unifying Data, GenAI, and AI Agents for Real-Time Personalization
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Beschreibung
Customer expectations are rising—and so is the complexity of meeting them. Organizations that master customer data, Generative AI (GenAI), and AI Agents will dominate the future of customer experience. This book is your practical guide to making that happen.
In a marketplace defined by rapid change and rising expectations, the ability to understand customers deeply—and deliver personalized experiences at exactly the right moment—has become the ultimate competitive advantage. Yet most organizations face a growing challenge: Customers generate massive amounts of data across channels and interactions, but much of it remains trapped in silos, fragmented, and unused. Without unified and analyzed data, true customer understanding is impossible.
This book offers a clear and practical roadmap for turning complexity into strategic value. You’ll learn how to consolidate and activate enterprise data, build a modern Customer Data Platform (CDP), and apply strong data governance to unlock real-time personalization. You'll discover how GenAI accelerates insight from every interaction—voice, text, emotion, and context—while AI Agents automate engagement and orchestrate data flows across channels. The book is packed with actionable frameworks and proven strategies to help you bridge the gap between vision and execution.
What You Will Learn
- Build a modern Customer Data Platform (CDP)
- Apply data governance and GenAI for advanced customer insight
- Deploy AI Agents for real-time personalization at scale
- Overcome data silos and connect strategy to implementation
- Evaluate technology architectures for intelligent customer engagement
- Define a roadmap for data-driven growth and competitive advantage
Customer expectations are rising—and so is the complexity of meeting them. Organizations that master customer data, Generative AI (GenAI), and AI Agents will dominate the future of customer experience. This book is your practical guide to making that happen.
In a marketplace defined by rapid change and rising expectations, the ability to understand customers deeply—and deliver personalized experiences at exactly the right moment—has become the ultimate competitive advantage. Yet most organizations face a growing challenge: Customers generate massive amounts of data across channels and interactions, but much of it remains trapped in silos, fragmented, and unused. Without unified and analyzed data, true customer understanding is impossible.
This book offers a clear and practical roadmap for turning complexity into strategic value. You’ll learn how to consolidate and activate enterprise data, build a modern Customer Data Platform (CDP), and apply strong data governance to unlock real-time personalization. You'll discover how GenAI accelerates insight from every interaction—voice, text, emotion, and context—while AI Agents automate engagement and orchestrate data flows across channels. The book is packed with actionable frameworks and proven strategies to help you bridge the gap between vision and execution.
What You Will Learn
- Build a modern Customer Data Platform (CDP)
- Apply data governance and GenAI for advanced customer insight
- Deploy AI Agents for real-time personalization at scale
- Overcome data silos and connect strategy to implementation
- Evaluate technology architectures for intelligent customer engagement
- Define a roadmap for data-driven growth and competitive advantage
Who This Book Is For
Chief data officers, analytics leaders, enterprise architects, and digital transformation professionals who want to unify customer data and apply Generative AI and AI Agents for real-time personalization and measurable growth
Shows you how to unify fragmented customer data with CDPs and governance to deliver real-time personalization Teaches you how to harness GenAI and AI Agents to accelerate insight and automate intelligent customer engagement Helps you turn data and AI capabilities into measurable business value with a clear, actionable roadmap
Autor*in
Lars Willrich
Themen in »Data-Driven Customer Advantage«
Customer Data Platform (CDP) Data Architecture Data Governance Data Unification Data-Driven Growth Growth Strategy Customer Insight Customer Journey Orchestration Real-Time Personalization Hyper-Personalization CX Architecture GenAI AI Agents AI Capabilities Machine Learning for Customer Experience