Design Thinking in Software and AI Projects

Proving Ideas Through Rapid Prototyping

Robert Stackowiak, Tracey Kelly

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Naturwissenschaften, Medizin, Informatik, Technik / Informatik

Beschreibung

Learn the fundamentals of Design Thinking and how to apply Design Thinking techniques in defining software development and AI solutions. Design Thinking is an approach to innovation which identifies problems and generates solution ideas that can be rapidly proven through prototyping.

This book provides a brief history of Design Thinking and an overview of the process. It then drills down into more detail regarding methods and tools used in a Design Thinking workshops leading to useful prototypes. Guidance is provided on: 
  • Preparing for a Design Thinking Workshop 
  • Uncovering potential business problems that might be solved
  • Prioritizing potential solutions
  • Identifying and characterizing stakeholders
  • Choosing the right prototypes for development
  • Limiting scope and best practices in prototype building
The book concludes with a discussion of best practices in operationalizing successful prototypes, and describes change management techniques critical for successful adoption. You can use the knowledge gained from reading this book to incorporate Design Thinking techniques in your software development and AI projects, and assure timely and successful delivery of solutions.


What You Will Learn
  • Gain foundational knowledge of what Design Thinking is and when to apply the technique
  • Discover preparation and facilitation techniques used in workshops
  • Know how ideas are generated and then validated through prototyping
  • Understand implementation best practices, including change management considerations

Who This Book Is For

Business decision makers and project stakeholders as well as IT project owners who seek a method leading to fast development of successful software and AI prototypes demonstrating real business value. Also for data scientists, developers, and systems integrators who are interested in facilitating or utilizing Design Thinking workshops to drive momentum behind potential software development and AI projects.

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Schlagwörter

Software Development, Prototype Development, Prototype Success Criteria, Workshop Facilitation, Design Thinking, Artificial Intelligence, Project Justification, Problem Determination, Double Diamond Approach, Ideation, Problem Prioritization, Change Manegement, Machine Learning, Stakeholder Alignment, Prototype Scope