The Art of AI Product Development

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Delivering business value
Dr. Janna Lipenkova
  • May 2025
  • ISBN 9781633437050
  • 368 pages
  • printed in black & white

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pBook available May 28, 2025
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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.

Cuts through the AI hype and provides practical strategies and actionable frameworks.

Anurag Varshney, Ardent Privacy

Great starting point for anyone new to AI product development.

Aqsa Fulara, Google

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

Pradeep Kumar Muthukamatchi, Microsoft

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

Kishore Bellamkonda Sunderajulu, Discover Financial Services
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monthly
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  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • The Art of AI Product Development ebook for free