Prelims
The Innovation Approach: Overcoming the Limitations of Design Thinking and the Lean Startup
ISBN: 978-1-83797-800-7, eISBN: 978-1-83797-799-4
Publication date: 4 December 2024
Citation
Roach, D.C. (2024), "Prelims", The Innovation Approach: Overcoming the Limitations of Design Thinking and the Lean Startup, Emerald Publishing Limited, Leeds, pp. i-xxiii. https://doi.org/10.1108/978-1-83797-799-420241019
Publisher
:Emerald Publishing Limited
Copyright © 2025 David C. Roach
Half Title Page
The Innovation Approach
Endorsement Page
David Roach’s The Innovation Approach: Overcoming the Limitations of Design Thinking and the Lean Startup addresses a critical challenge in product innovation: perfecting the front end of the innovation process. Roach introduces a robust approach that guides innovation towards creating robust product concepts that are desirable, feasible, and viable. His model presents a novel, well-constructed iterative process, each cycle comprising four core activities: secondary research, benchmarking, primary research, and ideation. Each cycle in his model is meticulously detailed, combining the strengths of Design Thinking and Lean Startup methodologies while skillfully avoiding their common pitfalls. Clear, insightful, and engaging, this book is not only an enjoyable read but also an indispensable resource for managers in product and service innovation. A must-read for those seeking to drive successful innovation in their organizations.
—Robert G. Cooper, Professor Emeritus at McMaster University, Canada, and ISBM Distinguished Research Fellow at Pennsylvania State University, USA
Title Page
The Innovation Approach: Overcoming the Limitations of Design Thinking and the Lean Startup
BY
DAVID C. ROACH
Dalhousie University, Canada
United Kingdom – North America – Japan – India – Malaysia – China
Copyright Page
Emerald Publishing Limited
Emerald Publishing, Floor 5, Northspring, 21-23 Wellington Street, Leeds LS1 4DL.
First edition 2025
Copyright © 2025 David C. Roach.
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British Library Cataloguing in Publication Data
A catalogue record for this book is available from the British Library
ISBN: 978-1-83797-800-7 (Print)
ISBN: 978-1-83797-799-4 (Online)
ISBN: 978-1-83797-801-4 (Epub)
Dedication Page
This book is dedicated to “mon frère” Professor Dr. med Michael Klaus Schmidt, aninnovator and passionate clinician whose generosity of spirit I will forever miss.
Contents
List of Figures and Tables | xv |
About the Author | xvii |
Preface | xix |
Acknowledgments | xxiii |
Section I: Introduction | |
Chapter 1. Systems of Innovation | 3 |
Introduction | 3 |
Innovation Approaches | 3 |
Product Development Management Association | 4 |
Stage Gate™ System | 5 |
Integrated Product Development | 6 |
Lean Product Development and Innovation | 6 |
Agile Product Innovation | 7 |
The MIT Model – Product Design and Development | 8 |
Design Thinking | 9 |
Lean Startup | 9 |
Other Innovation Systems, Tools and Techniques | 10 |
Lead User Research | 10 |
Quality Function Deployment | 11 |
Basadur Applied Innovation – Simplex System | 12 |
TRIZ | 12 |
Common Themes and Approaches | 13 |
Internal and External Communication | 13 |
Cross-functional and Multidisciplinary | 14 |
Information Driven, Agile and Effective | 14 |
Requirements and Attributes | 15 |
Problem Focused not Solution Focused | 16 |
Creativity Enhanced, not Driven | 16 |
Relative Value | 17 |
Boundaries | 17 |
Check-in, Check-out | 18 |
Innovation Invariably Collides with the Business Model | 18 |
There is a Project Management Component | 19 |
Uncertainty Management | 20 |
Conclusion | 20 |
Chapter 2. Limitations of Design Thinking and the Lean Startup | 23 |
Design Thinking as a System | 23 |
Introduction: A Brief History | 23 |
Modern Incarnation | 24 |
What is DT? | 24 |
Strengths of the System | 26 |
Weaknesses in Practice | 27 |
The LS as a Methodology | 29 |
A Brief History | 29 |
What is the LS? | 30 |
Strengths of the System | 32 |
Weaknesses of the System | 33 |
Implications | 35 |
Conclusions and Recommendations | 38 |
Chapter 3. A Complimentary Model of Innovation Management | 39 |
Introduction | 39 |
What Is Innovation? | 40 |
From an Economics Lens | 40 |
From a Creativity Lens | 41 |
From a Strategic Management Perspective | 41 |
From an Entrepreneurial Standpoint | 42 |
Innovation Defined | 43 |
Innovation and the Business Model | 45 |
The Innovation Approach | 47 |
Problem Statement | 50 |
In Practice – Problem Statement | 52 |
The Innovation Helix | 53 |
Conclusion | 54 |
Section II: Core Steps and Capabilities | |
Chapter 4. Secondary Research | 57 |
Introduction | 57 |
What Is Secondary Research and Why Is It Important? | 57 |
Perspectives of Secondary Research | 58 |
Market Research Perspective | 59 |
Entrepreneurship Perspective | 60 |
Technology Management Perspective | 60 |
DT Perspective | 61 |
LS Perspective | 62 |
What Secondary Research Information Is Important for Innovation Management | 63 |
Guiding Models | 63 |
The KANO Model | 63 |
The User-centered Model | 65 |
Secondary Research in Action | 66 |
Case Example – IDEO Deep Dive (Secondary Research) | 67 |
Informing the Next Steps | 69 |
Conclusion | 70 |
Chapter 5. Benchmarking | 73 |
Introduction | 73 |
Consumers’ Relationship to Products | 74 |
Category Features and Benefits | 75 |
Systematic Evaluation | 76 |
In Practice: Summary Table Example | 77 |
Benchmark Orientation Matrix | 79 |
Benchmarking Example | 80 |
Case Example: Benchmark Orientation Matrix – Golf Putter | 81 |
Evaluation and Analysis | 83 |
Analogs and Complementors | 84 |
Conclusion | 84 |
Chapter 6. Primary Research | 87 |
Introduction | 87 |
Approach to Primary Research | 87 |
Types of Primary Research | 88 |
Primary Research Best Practices | 91 |
Developing, Executing and Analyzing Interviews | 91 |
Discussion Guide | 93 |
In Practice – Probe and Learn (Part 1) | 94 |
Conducting the Interview | 95 |
In Practice – Probe and Learn (Part 2) | 96 |
Observation Within Interviews | 97 |
Case Study – Observation | 98 |
Artifacts as Focal Points | 99 |
Interpreting Results | 100 |
Customer Journey Mapping | 100 |
Cognitive Mapping | 101 |
Case Study – Handheld GPS | 102 |
Conclusion | 104 |
Chapter 7. Concept Development | 107 |
Introduction | 107 |
Tools and Techniques | 108 |
Brainstorming | 108 |
Lateral Thinking and Diverging | 110 |
Case Study – IDEO Deep Dive | 113 |
Converging | 115 |
Quantitative Approach | 116 |
Qualitative Approach | 117 |
Concept Selection | 118 |
Case Study – Wakeup Light | 118 |
Conclusion | 119 |
Chapter 8. Concept Evaluation and the MVP | 121 |
Introduction | 121 |
Evaluation Models | 122 |
Stage Gate™ Approach | 122 |
Lean Startup | 123 |
Design Thinking | 123 |
Evaluation Approach | 124 |
Viability | 125 |
Desirability | 125 |
Feasibility | 126 |
Prototyping and the MVP | 127 |
Prototyping Approach | 128 |
In Practice – Prototyping and the MVP | 129 |
Conclusion | 130 |
Section III: Advanced Tools and Techniques | |
Chapter 9. Adoption Theory in Practice | 133 |
Introduction | 133 |
What Is Adoption? | 134 |
Case Example – Google Glass | 138 |
How and When to Mobilize Adoption | 140 |
Case Example – memsorb™ | 141 |
In Practice – Adoption | 145 |
Conclusion | 146 |
Chapter 10. Learning from Lead Users | 149 |
Introduction | 149 |
Who Are Lead Users? | 150 |
Lead User Misconceptions | 152 |
Lead User Research | 153 |
Case Example – Lead User in Market | 156 |
Downside of LUR | 157 |
Case Example – Lead User Attributes | 158 |
How and When to Use Lead Users | 160 |
Example – Lead User Analog | 162 |
Conclusion | 163 |
In Practice – Lead User Research | 164 |
Chapter 11. Sustainability | 167 |
Introduction | 167 |
Eco-development | 168 |
Eco-development and Consumer Behavior | 169 |
Eco-behavior | 169 |
The Elusive Green Consumer | 169 |
Eco-development and LCA | 171 |
What Is LCA? | 171 |
What Are the Limitations of LCA? | 172 |
Case Example – Nappies | 172 |
Eco-development and Innovation Management | 174 |
It’s a Material Problem | 174 |
Cradle to Cradle (C2C) | 175 |
How Does It Work? | 176 |
Case Example – Mirra™ Chair | 177 |
How Is It Used in the Innovation Approach? | 179 |
What About the Other Aspects of Sustainability? | 180 |
Case Example – ETEE™ | 181 |
Conclusion | 182 |
Section IV: System Level Capabilities | |
Chapter 12. Team Selection, Structure and Governance | 187 |
Introduction | 187 |
Why a Team Approach? | 188 |
Team Selection Approaches | 189 |
Profiling Tools and Techniques | 190 |
Myers-Briggs | 191 |
IDEO Ten Faces of Innovation | 191 |
Basadur Problem-Solving Index | 192 |
Other | 193 |
Structure, Leadership and Management Support | 194 |
Project Structure | 194 |
Leadership | 196 |
Management Support | 196 |
Other | 197 |
Conclusion | 197 |
Chapter 13. Project Management Essentials | 199 |
Introduction | 199 |
What Is PM? | 200 |
Knowledge | 200 |
Skills | 202 |
Tools and Techniques | 204 |
What Is Necessary to Manage the FEI? | 204 |
Uncertainty | 205 |
Team Resource Management | 206 |
PM Software | 208 |
Other Project-Related Issues | 209 |
Self-management | 210 |
In Practice | 212 |
Conclusion | 214 |
Chapter 14. Heuristic Business Modeling | 215 |
What Is a Business Model? | 215 |
Introduction: A Brief History | 215 |
Modern Incarnation | 216 |
Business Model versus the Business Plan | 217 |
Heuristic Approach to Business Modeling | 219 |
Fixed Cost Model | 220 |
Case Example – Golf putter (fixed costs) | 223 |
Revenue Model | 225 |
Case Example – Golf putter (Revenue model) | 226 |
Variable Cost Model | 228 |
Case Example – Golf putter (Variable cost model) | 228 |
Case Example – Golf putter (Variable channel – i.e., selling costs) | 231 |
Heuristic Business Modeling and Hypothesis Development | 233 |
Conclusion | 236 |
Postface | 237 |
References | 239 |
Suggested Readings | 245 |
Index | 247 |
List of Figures and Tables
Figures | ||
Fig. 1. | QFD House of Quality. | 11 |
Fig. 2. | Adapted from IDEOs Design Thinking Framework. | 25 |
Fig. 3. | The Business Model. | 46 |
Fig. 4. | Cycle of Innovation. | 48 |
Fig. 5. | The Innovation Helix. | 49 |
Fig. 6. | KANO Model. | 65 |
Fig. 7. | User-centered Model. | 66 |
Fig. 8. | Titleist Scotty. Cameron Newport 2 Plus. | 77 |
Fig. 9. | Cognitive Map for Handheld GPS. | 103 |
Fig. 10. | Wakeup Light Concepts. | 119 |
Fig. 11. | Types of Prototypes. | 128 |
Fig. 12. | Google Glass. | 138 |
Fig. 13. | memsorb™ | 144 |
Fig. 14. | Handheld GPS. | 157 |
Fig. 15. | 3D Interlocking Sphere. | 160 |
Fig. 16. | Pelican™ case. | 163 |
Fig. 17. | Cradle to Cradle (C2C) Approach. | 177 |
Fig. 18. | Mirra™ Chair. | 178 |
Fig. 19. | Compostable Pod. | 182 |
Fig. 20. | Product/Process Synergy. | 195 |
Fig. 21. | Project Management Trade-offs. | 201 |
Fig. 22. | Business Model Inverted-T. | 220 |
Tables | ||
Table 1. | Innovation System Gap Analysis. | 37 |
Table 2. | Product Summary Table. | 76 |
Table 3. | Benchmark Orientation Matrix Structure. | 79 |
Table 4. | Benchmarking Orientation Matrix. | 82 |
Table 5. | Fixed Cost Model. | 225 |
Table 6. | Pricing Model. | 226 |
Table 7. | Variable Cost Model. | 229 |
Table 8. | Revised Variable Cost Model. | 230 |
Table 9. | Revised Variable Cost Model. | 232 |
About the Author
Dr. David C. Roach received his BEng degree in 1983, MBA degree in 1992 and PhD degree in 2011. He is an Associate Professor with the Faculty of Management at Dalhousie University, Halifax, NS, Canada, where he teaches graduate courses in entrepreneurship, innovation and the commercialization of biomedical technologies. He lectures internationally in the areas of innovation, entrepreneurship, product development and marketing technology products. He has been instrumental in many early-stage companies ranging from aerospace to biotechnology and brings a hands-on approach to the innovation process. He sits on the Board of Directors and acts in an advisory capacity for several small- and medium-sized enterprises (SMEs) in Canada. He is Co-founder, President and CEO of DMF Medical Incorporated, a MedTech company focused on making anesthesia safer. He has authored and co-authored several publications in the areas of innovation, entrepreneurship and product management. His academic research interests include product management practices of SMEs and early-stage ventures. In his spare time, he is an avid ice hockey player and a passionate scale modeller of First World War aircraft. He can be contacted at: david.roach@dal.ca.
Preface
You are a progressive group. You believe that innovation is crucial to your organization’s long-term vision. You keep up to date with emerging trends both in the marketplace and the modes of organization. You tend not to be at the bleeding edge but consider yourself a fast follower. You’re not seduced by fads but employ techniques that stand the test of time. The intuitive appeal of Design Thinking makes sense to you and seems to be a great fit for your organization. Its empathetic, team-based approach and collaborative work style are exactly what your organization espouses. However, after the initial excitement and perhaps some early wins, it doesn’t seem to be delivering the benefits that you thought. Perhaps it’s because your organization has lost its entrepreneurial drive, but after dabbling with methods like the Lean Startup, it seems to have only confounded the problem. You continue to search for answers…
If this reminds you of your journey…this book is for you…
THIS BOOK IS NOT A CRITIQUE OF EITHER DESIGN THINKING OR THE LEAN STARTUP, BUT A WAKE-UP CALL TO THE GENERALLY POOR IMPLEMENTATION OF THESE FRAMEWORKS
This book has been in various forms of development for close to four decades. Over my career, I have always been relatively successful at innovation, but my early career was characterized by ad hoc “hit and miss” approaches, based more on entrepreneurial intuition than a consistent methodology. What always fascinated me was whether there was a modest approach with broad enough application to improve the outcomes of the innovation process? Today, when I interact with executives or my graduate students, I liken the innovation process to America’s pastime – baseball. Baseball is one of the few sports where a 70% failure rate makes a player a superstar. A player who can put the ball “in play” 30% of the time (a.k.a. a “0.300 hitter”) is rare in a game where all players have developed the “skills,” but few have mastered the consistency required to reach this pinnacle. Surely, innovation management must have a similar process …
At the time, one of my former bosses challenged me by stating that although I may have shown some ability to create successful innovations, it likely wasn’t repeatable and certainly could not be “systematized.” As with most things in life, I took this as a challenge and have spent the past decades researching, applying and modifying best practices. My journey has taken me to top institutions such as Harvard, MIT, Babson, Kellogg, University of Chicago, to name a few … to learn from the best of the best. After applying many of these “broad-brush” approaches, I eventually reached a point where a deeper dive into the academic field was necessary – receiving a PhD in the area of product management. Throughout this process I continued to apply this knowledge, resulting in several breakthrough innovations in aerospace, medical devices and consumer products. It also resulted in many failures, but my hit rate approached that of a 0.300 hitter. What became clear is that there are fundamental principles and building blocks that form the basis for successful innovation management approaches.
It also became clear that there is an unbreakable relationship between innovation and entrepreneurship. These two somewhat complementary constructs are conjoined and can either work synergistically or be at cross purposes. From an academic perspective, firms or individuals have what we refer to in strategic management studies as “capabilities.” These capabilities differ between innovation and entrepreneurship but have often been incorrectly lumped together. Innovation is the process of creating value for a target audience, while entrepreneurship is about recognizing, crafting and exploiting commercial (or social) opportunities. These are two disparate types of capabilities which when managed synergistically often lead to success, while when in conflict almost inevitably lead to failure. My research and the overwhelming anecdotal evidence suggest that individual actors often mistake their capabilities in either of these spheres leading to poor outcomes. The capability required to research, conceptualize and execute innovations differs radically from the capability to recognize (i.e., uncover) opportunities and craft them into something commercially or socially viable. Successful innovators surround themselves with entrepreneurial talent, while successful entrepreneurs surround themselves with innovation talent. But more about this in Chapter 1.
Although initially thrilled by the advent of novel methodologies such as Design Thinking and the Lean Startup, I quickly became disillusioned by their implementation. Although the lines between innovation and entrepreneurship have always been blurred, these methods quickly reached an unmanageable level of populism driven by a surge of internet-based promotion. Both methods have many merits. However, neither adequately addresses the innovation–entrepreneurship interface, specifically from a “capabilities” perspective. Moreover, in practice, they suffer from what I refer to as the “boardgame” principle, where individuals follow a planned route somewhat analogous to the boardgame Snakes and Ladders. In Snakes and Ladders, players move their token on a board in a quasi-linear fashion, where ladders are used to fast forward through the process, while snakes result in sliding back. Conceptually, Design Thinking advocates for a nonlinear approach where assumptions should be challenged or revisited throughout the process. On the other hand, the Lean Startup promotes “pivots” when new information comes to light. In practice, however, individual actors once locked into a path rarely revisit key facts and assumptions, while pivoting is often the outcome of poor management of the innovation process, once the team has effectively reached a dead end. Compounding this situation are the many “how to” books and websites written on these subjects. Each in their own way provides lengthy checklists, questions to be answered and case examples (note: mostly from behemoths such as Apple, Google, Tesla, etc.) which are mostly unsuitable for typical organizations. In practice, individuals and/or teams become overwhelmed by these choice options and retract to simplified heuristics, in effect cherry-picking areas of comfort. In keeping with my analogy, they fast forward through steps only to inevitably slide back. This is neither effective nor efficient. For instance, a favorite comfort area is the brainstorming process, which is creative, fun and highly visible to management and/or investors. This approach mostly ignores decades of well-established best practices and is inconsistent with the successful management of the innovation process.
This book chronicles my journey through the merits and obstacles of innovation management. It is not about criticizing or altering best practices developed and tested over time. As a matter of fact, this book is complimentary to these methods and practices. For instance, there is no benefit in reiterating the approach and/or benefits of brainstorming or customer discovery. These steps are well documented and generally well understood. Instead, I hope to build upon these many solid foundations from both a practitioner and academic perspective. As a result, I will endeavor where possible to link recent tools and techniques back to their origins to convey an understanding of the lineage of these concepts. Once core principles are fully understood, it is much easier for individuals to apply them in the correct manner, context and measure. I will also go beyond the narrow confines of core concepts into advanced tools and techniques, as well as system-level capabilities that support a robust innovation management system.
This book is divided into four broad categories. The first section revisits systems of innovation and how they relate to new methodologies such as Design Thinking and the Lean Startup. This knowledge is used to propose a complimentary model of innovation management. Building upon this model, core steps and capabilities are discussed under the presumption that successful management of these steps increases the overall effectiveness of the process. When steps are more effective, they also become more efficient in the long run. Core steps include background research (secondary and benchmarking) followed by primary research. Once these steps are completed, ideation activities can then be undertaken to generate meaningful concepts. I will argue that these core activities are sequential in nature and build upon each other. They represent the core of an innovation cycle, which provides the basis for the next iterative cycle, where the innovation problem is redefined and enriched. This is the transition to the next phase where advanced tools and techniques are engaged. These techniques or themes involve the application of adoption theory, lead user research and design for sustainability. Each of these themes involves a repetition of the innovation cycle, albeit with a refined focus. This allows fledgling concepts to be amplified, improved and stress-tested. The book concludes with a discussion of system-level capabilities which include team selection and governance, project management essentials and business model innovation. Together these form the innovation approach.
The book is structured to blend theory with practical application of techniques. To accomplish this CASE STUDIES and IN PRACTICE sections are highlighted throughout. Case studies emphasize examples of innovation management at work. The in practice sections feature the application of techniques described within the chapters. Throughout, key concepts are highlighted to reinforce effective steps within the innovation approach.
For managers, my hope is that “the approach” can breathe new life into their innovation practices by allowing them to increase the effectiveness of their innovation activities. For founders, practitioners and consultants, the approach may lead them to fine-tuning their processes, resulting in better outcomes for their organizations or clients. For my academic colleagues, my hope is that the opinions throughout this manuscript may become the kernel for new avenues of research inquiry that are so badly needed at the innovation–entrepreneurship interface.
In closing, innovation and entrepreneurship have always had a strong and synergistic relationship. Innovations that are not adopted commercially or socially remain inventions. Every entrepreneurial endeavor requires some form of innovation. As a result, many tools, techniques, and systems have been developed to reconcile these somewhat disparate approaches. Design Thinking has emerged as the de facto standard for innovation management, while the Lean Startup methodology has become the prevailing approach for entrepreneurial pursuits. While both systems have significant strengths, they suffer in practice from philosophical gaps. In practice, Design Thinking has become subservient to the brainstorming process, while the Lean Startup suffers from the notion that “pivoting” is the solution to all that ails the business model. Based on almost four decades of practice and research, this book begins with the philosophy that a poor concept can rarely be converted into a success, while the most robust concepts often suffer from an unachievable business model. Rather than a critique of these popular methodologies, this book serves as a compliment to these approaches focusing on the front end of innovation where most of the critical innovation and entrepreneurial decisions take place.
My hope is that this book will be somewhat controversial, but embraced by most …
Acknowledgments
First and foremost, I would like to thank my “number one,” Katy Schurman. A former student and now indispensable colleague, she has painstakingly reviewed every aspect of this manuscript. She not only contributed her superior organizational skills but also provided many insightful comments and suggestions. I’d also like to extend a special thanks to Dr. Nancy Kilcup who has always graciously accepted the role of “number two.” She, along with Katy, have allowed me the privilege of writing this book by taking care of all the other things happening in my hectic world. I will look forward to supporting them in all their future endeavors.
As always, I’d like to thank Professor Emeritus, Jack Duffy, for all his insights throughout the years. Although he did not have time to review much of this work, a lot of what I learned from Jack is embedded in this book. His wit and boundless anecdotes always seem to get directly to the heart of the matter!
To my friend and colleague Jenny Baechler who provided a welcome sounding board for some of the concepts in this book – thank you for your support and tolerating me throughout the years. To my part-time partner in crime Professor Glen Hogan, a very talented industrial designer and teacher. Glen has a unique talent for getting directly to the core of issues and our chats over the years have reinforced a lot of my thinking.
There are many others too numerous to mention that have all played a role in my journey. These range from my academic colleagues to the many business associates I have had the pleasure to learn from. A few notable mentions include Dr. Robert Cooper, whom I met in the mid-1990s whose approach charted the direction of a lot of my practice and his Austrian colleague Dr. Angelika Dreher whom I met over the course of writing this book. Her understanding of the relationship between Design Thinking and the Stage Gate™ system mirrored my practical experience in countries such as Germany. I’ll look forward to keeping in touch with her.
Finally, my family. My wife, who has always been there no matter what crazy directions I decided to pursue. It is now my turn to support her as she embarks on her own adventure in creative writing, where her poetry will certainly shine. To my children, who when asked, generally know what their pappa has been up to. They’ve always been an inspiration to me and have become adults that we genuinely enjoy spending time with.
Finally, my dear friend, colleague and business partner Professor Dr. med Michael Klaus Schmidt. I wish I could have handed him the first copy of this book.
- Prelims
- Section I: Introduction
- Chapter 1: Systems of Innovation
- Chapter 2: Limitations of Design Thinking and the Lean Startup
- Chapter 3: A Complimentary Model of Innovation Management
- Section II: Core Steps and Capabilities
- Chapter 4: Secondary Research
- Chapter 5: Benchmarking
- Chapter 6: Primary Research
- Chapter 7: Concept Development
- Chapter 8: Concept Evaluation and the MVP
- Section III: Advanced Tools and Techniques
- Chapter 9: Adoption Theory in Practice
- Chapter 10: Learning from Lead Users
- Chapter 11: Sustainability
- Section IV: System Level Capabilities
- Chapter 12: Team Selection, Structure and Governance
- Chapter 13: Project Management Essentials
- Chapter 14: Heuristic Business Modeling
- Postface
- References
- Suggested Readings
- Index