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Managing Data as a Product

You're reading from   Managing Data as a Product Design and build data-product-centered socio-technical architectures

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Product type Paperback
Published in Nov 2024
Publisher Packt
ISBN-13 9781835468531
Length 368 pages
Edition 1st Edition
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Author (1):
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Andrea Gioia Andrea Gioia
Author Profile Icon Andrea Gioia
Andrea Gioia
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Data Products and the Power of Modular Architectures
2. Chapter 1: From Data as a Byproduct to Data as a Product FREE CHAPTER 3. Chapter 2: Data Products 4. Chapter 3: Data Product-Centered Architectures 5. Part 2: Managing the Data Product Lifecycle
6. Chapter 4: Identifying Data Products and Prioritizing Developments 7. Chapter 5: Designing and Implementing Data Products 8. Chapter 6: Operating Data Products in Production 9. Chapter 7: Automating Data Product Lifecycle Management 10. Part 3: Designing a Successful Data Product Strategy
11. Chapter 8: Moving through the Adoption Journey 12. Chapter 9: Team Topologies and Data Ownership at Scale 13. Chapter 10: Distributed Data Modeling 14. Chapter 11: Building an AI-Ready Information Architecture 15. Chapter 12: Bringing It All Together 16. Index 17. Other Books You May Enjoy

Understanding adoption phases

Shifting to managing the data-as-a-product paradigm is a transformative journey that ripples across the entire organization. It goes beyond operational changes, impacting both organizational structures and company culture. Such a change cannot happen overnight. It takes time and must be done in an incremental manner. In this section, we will explore the dynamics and main phases that characterize the process of adopting a new paradigm and how to prepare to embark on this challenging journey of transformation.

Tracing the journey ahead

Everett Rogers’ diffusion of innovation theory sheds light on how new ideas, such as managing data as a product, take hold within organizations. Rogers proposes that innovations spread gradually through social systems, which can encompass communities, organizations, or any interconnected group. This gradual adoption stems from the varying openness to change among individuals within the system. Rogers identified...

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