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A hands-on guide for delivering value with AI-driven products! Learn how AI can improve content creation, accelerate data analysis, and upgrade process automation.
The Art of AI Product Development offers a clear, practical approach to creating products that use AI. It provides real-world guidance on defining your AI strategy, developing useful AI features, and supporting user trust and adoption. Rather than chasing trends, the book focuses on core principles and long-term thinking—foundations that remain relevant as the field evolves.
Inside The Art of AI Product Development, you will learn vital skills for the effective use of AI, including:
• Identifying market and business opportunities for AI
• Gaining an in-depth understanding of modern AI approaches, incl. predictive AI, LLMs, Retrieval-Augmented Generation, and agent systems
• Assembling AI solutions that work, without the hype
• Efficiently communicating with data scientists and ML engineers
• Designing user-friendly AI interfaces that emphasize trust and transparency
• Implementing safe, ethical AI with proper governance processes
The Art of AI Product Development is written for product managers, tech executives, UX designers, and anyone responsible for the success of an AI-driven product. It introduces a broad spectrum of AI opportunities and case studies from different domains such as marketing, supply chain, and logistics. You’ll carefully progress from initial design conversations, through to efficient and secure development, and on to deployment and day-to-day management of AI-driven applications.
About the technology
Integrating AI into your software and processes can create real value for your business and its customers—if you do it right. When you’re on the hook for delivering AI-enabled products, you’ll need to spot high-impact opportunities, work effectively with engineers, design user-centric features, avoid common project failures, and manage real-world launches. This book shows you how.
About the book
The Art of AI Product Development gives you a clear framework, practical tools, and real-world examples to build confidence and succeed with new AI projects—even if you’re tackling AI for the first time. You’ll love the practical use cases and end-to-end scenarios from domains such as marketing, supply chain management, and sustainability.
What’s inside
• Ideate, shape, and prioritize AI opportunities
• Develop AI systems with techniques such as prompt engineering, RAG, and predictive AI
• Communicate with different AI stakeholders and promote AI adoption
About the reader
Written for software product managers, business-oriented engineers, UX designers, startup founders, and anyone responsible for developing, designing, or marketing AI products. No experience with AI required.
About the author
Dr. Janna Lipenkova is the founder of an AI and analytics business where she has successfully managed AI projects for world-class companies like BMW, Lufthansa, and Volkswagen.
Table of Contents
Part 1
1 Creating value with AI-driven products
2 Discovering and prioritizing AI opportunities
3 Mapping the AI solution space
Part 2
4 Predictive AI
5 Exploring and evaluating language models
6 Prompt engineering
7 Search and retrieval-augmented generation
8 Fine-tuning language models
9 Automating workflows with agentic AI
Part 3
10 AI user experience: Designing for uncertainty
11 AI governance
12 Working with your stakeholders
Appendix A AI development toolbox
Get a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book.

From the Publisher

The Art of AI Product Development headerThe Art of AI Product Development header

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“Great starting point for anyone new to AI product development.”

Aqsa Fulara, Google

The Art of AI Product Development open bookThe Art of AI Product Development open book

“Masterfully blends practical advice and strategic insights—an essential guide for those seeking to excel in AI product development.”

Pradeep Kumar Muthukamatchi, Microsoft

The Art of AI Product Development book page rightThe Art of AI Product Development book page right

“If you are looking to create impactful and responsible AI solutions, this is a must read.”

Kishore Bellamkonda Sunderajulu, Discover Financial Services

The Art of AI Product Development about the bookThe Art of AI Product Development about the book

why this book?

The Art of AI Product Development equips product managers, UX designers, and tech leaders with a clear, practical framework for integrating AI into real-world products—focusing on delivering business value rather than chasing trends.

It covers essential topics such as identifying AI opportunities, collaborating effectively with technical teams, designing user-centric interfaces, and ensuring ethical, trustworthy AI deployment. By emphasizing long-term thinking and real-world case studies, the book helps readers move beyond prototypes and hype to build AI solutions that are scalable, user-friendly, and commercially viable.

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about Manning

Manning helps developers and tech professionals stay ahead in a fast-moving industry with expert-led books, videos, and projects. Learning never stops, but it’s hard to keep up, so we focus on content that’s practical, clear, and trusted. As an independent publisher, we adapt quickly, from pioneering early-access books to offering DRM-free eBooks. Our series, like “In Action” and “In a Month of Lunches”, reflect a commitment to making complex topics accessible.

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Customer Reviews

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Price

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User experience level
Advanced Advanced Advanced Beginner Intermediate Intermediate

About the reader
For prospective founders, early-stage teams, and anyone interested in tech entrepreneurship. For readers experienced with data analysis tools. For new and aspiring software engineering managers. No previous knowledge of AI required For intermediate software developers. For data analysts and data scientists experienced with Python.

Special features
Includes liveBook with out built-in AI assistant. Includes liveBook with out built-in AI assistant. Includes liveBook with out built-in AI assistant. Includes liveBook with out built-in AI assistant. Includes liveBook with out built-in AI assistant. Includes liveBook with out built-in AI assistant.

Page count
312 264 352 336 240 384

Publisher ‏ : ‎ Manning
Publication date ‏ : ‎ July 15, 2025
Language ‏ : ‎ English
Print length ‏ : ‎ 368 pages
ISBN-10 ‏ : ‎ 1633437051
ISBN-13 ‏ : ‎ 978-1633437050
Item Weight ‏ : ‎ 1.4 pounds
Dimensions ‏ : ‎ 7.38 x 0.8 x 9.25 inches
Best Sellers Rank: #279,699 in Books (See Top 100 in Books) #88 in Computer Systems Analysis & Design (Books) #191 in Artificial Intelligence (Books) #677 in Artificial Intelligence & Semantics
Customer Reviews: 4.3 4.3 out of 5 stars (24) var dpAcrHasRegisteredArcLinkClickAction; P.when(‘A’, ‘ready’).execute(function(A) { if (dpAcrHasRegisteredArcLinkClickAction !== true) { dpAcrHasRegisteredArcLinkClickAction = true; A.declarative( ‘acrLink-click-metrics’, ‘click’, { “allowLinkDefault”: true }, function (event) { if (window.ue) { ue.count(“acrLinkClickCount”, (ue.count(“acrLinkClickCount”) || 0) + 1); } } ); } }); P.when(‘A’, ‘cf’).execute(function(A) { A.declarative(‘acrStarsLink-click-metrics’, ‘click’, { “allowLinkDefault” : true }, function(event){ if(window.ue) { ue.count(“acrStarsLinkWithPopoverClickCount”, (ue.count(“acrStarsLinkWithPopoverClickCount”) || 0) + 1); } }); });


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