You're reading from AI Product Manager's Handbook Build, integrate, scale, and optimize products to grow as an AI product manager

Product type Paperback

Published in Nov 2024

Publisher Packt

ISBN-13 9781835882849

Length 484 pages

Edition 2nd Edition

Languages

Python

Concepts

Artificial Intelligence

Author (1):

Irene Bratsis

View More author details

Table of Contents (26) Chapters

Preface

1. Part 1: Lay of the Land – Terms, Infrastructure, Types of AI, and Products Done Well

2. Understanding the Infrastructure and Tools for Building AI Products FREE CHAPTER

3. Model Development and Maintenance for AI Products

4. Deep Learning Deep Dive

5. Commercializing AI Products

6. AI Transformation and Its Impact on Product Management

7. Part 2: Building an AI-Native Product

8. Understanding the AI-Native Product

9. Productizing the ML Service

10. Customization for Verticals, Customers, and Peer Groups

11. Product Design for the AI-Native Product

12. Benchmarking Performance, Growth Hacking, and Cost

13. Managing the AI-Native Product

14. Part 3: Integrating AI into Existing Traditional Software Products

15. The Rising Tide of AI

16. Trends and Insights Across Industry

17. Evolving Products into AI Products

18. The Role of AI Product Design

19. Managing the Evolving AI Product

20. Part 4: Managing the AI PM Career

21. Starting a Career as an AI PM

22. What Does It Mean to Be a Good AI PM?

23. Maturing and Growing as an AI PM

24. Other Books You May Enjoy

25. Index

Case study

Astrid is an AI PM with over 20 years of experience in tech and she has successfully led several AI products in the healthcare, finance, and retail industries. She came into AI PM through prior roles in project management and user experience (UX) and her academic background is business management. Her strengths include a strong understanding of market dynamics, user needs, customer journey, budgeting, and business strategy, as well as leading cross-functional teams. After 20 years in the field, she’s more selective about the roles she takes on and she’s still learning and growing as an AI PM. Currently, she is the SVP of product at a tech company that specializes in various work optimization tools. In this example, we’re going to explore the actions Astrid might take, along with the impact of those actions, as she continues on her path down the AI PM rabbit hole.