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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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Toc

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

Introducing Team Topologies

The organizational architecture is built upon teams as its fundamental building blocks. These teams translate the key functions and capabilities identified in the architecture into reality. In this section, we’ll delve into the core concepts of Team Topologies, a team-centered framework for organizational design defined by Matthew Skelton and Manuel Pais. Then, we’ll leverage this framework throughout this chapter to describe how to optimally structure teams within the data management function so that we can manage data as a product.

Dissecting organizational architecture

An organization is a complex socio-technical system. Organizational architecture describes how the social part of this system is structured. Specifically, organizational architecture describes how an organization instantiates and governs the capabilities necessary to implement the key value streams for the realization of its business model. Organizational architecture...

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