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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

Summary

There is no doubt about the importance that data holds for organizations today to compete in the market. However, how we traditionally manage data has led to the construction of monolithic platforms unable to survive the complexity they generate.

Technological innovations have helped us solve many problems related to data management over time, but not the root causes of these problems. With each new generation of data platforms, the same issues have always resurfaced.

In this chapter, we saw how a paradigm shift in data management is necessary to make our platforms sustainable over time – a paradigm shift centered around the idea of treating data as a product and building modular platforms capable of governing the intrinsic complexity they generate without collapsing. It is a systemic transformation that touches on different levels of the organization. Throughout, we have shown the desired transformation required for each level, from mental models to operating...

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Managing Data as a Product
Published in: Nov 2024
Publisher: Packt
ISBN-13: 9781835468531
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