The Art of AI Product Development: Delivering business value with AI

Janna Lipenkova (Autor)

Buch | Softcover

368 Seiten

2025
Manning Publications (Verlag)
978-1-63343-705-0 (ISBN)

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AI hype is everywhere. It is easy to get caught up in buzzwords and promises, but turning ideas into real products that delight users and drive revenue takes more than excitement. Many teams struggle to align around a shared vision, pick the right technologies, or design user experiences that feel natural and trustworthy. What if you had a practical guide that shows you how to cut through the noise and build AI solutions that actually work in the real world?

Unified mental model: align teams around a clear AI vision.

Opportunity mapping toolkit: spot profitable use cases before competitors.

Technology evaluation checklist: choose the right models, vendors, and architectures confidently.

Human-centered design patterns: build intuitive, trustworthy AI interfaces users will love.

Ethics and governance playbook: reduce risk, ensure compliance, and safeguard brand reputation.

Cross-functional collaboration tips: communicate smoothly with data scientists and engineers.

Written by AI strategist Janna Lipenkova, The Art of AI Product Development is a concise, hands-on roadmap from idea through daily operations.

Practical examples merge with templates, checklists, and case studies to keep every chapter actionable. You explore opportunity discovery, model selection, interface design, deployment, and governance without drowning in math.

By the end, you can pitch, build, and scale AI features that move key metrics. Instead of chasing trends, you will lead them.

Perfect for product managers, designers, marketers, and executives who need profitable, responsible AI now.

Janna Lipenkova is an AI strategist and entrepreneur known for turning complex technology into business growth. With global consulting projects across multiple industries, Janna brings clear, story-driven guidance to every page. She distills proven AI strategies into practical templates that let readers design profitable, responsible products fast.

PART 1 DISCOVERY

1 CREATING VALUE WITH AI-DRIVEN PRODUCTS

2 DISCOVERING AND PRIORITIZING AI OPPORTUNITIES

3 MAPPING THE AI SOLUTION SPACE

PART 2 DEVELOPMENT

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 ADOPTION

10 AI USER EXPERIENCE: DESIGNING FOR UNCERTAINTY

11 AI GOVERNANCE

12 WORKING WITH YOUR STAKEHOLDERS

APPENDIX

APPENDIX A: AI DEVELOPMENT TOOLBOX

Erscheinungsdatum	15.07.2025
Verlagsort	New York
Sprache	englisch
Maße	188 x 234 mm
Gewicht	662 g
Themenwelt	Kunst / Musik / Theater ► Design / Innenarchitektur / Mode
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	1-63343-705-1 / 1633437051
ISBN-13	978-1-63343-705-0 / 9781633437050
Zustand	Neuware