Integrated intelligence : combining human and artificial intelligence for competitive advantage
Lichtenthaler, Ulrich.
Integrated intelligence : combining human and artificial intelligence for competitive advantage - 1st ed. - Frankfurt, Campus Verlag : 2020 - 248 pages : illustrations ; 24 cm
ContentsPreface 9Part A: Relevance 11Chapter 1The competitive relevance of artificial intelligence 13AI has come a long way 16There is a long road ahead 20Chapter 2The isolated ignorance of many established businesses 25How do firms respond to recent advances in AI? 26How does the historical evolution matter? 30How does your company score? 34Chapter 3The strategic focus of the world’s most innovative companies 37How can we identify the world’s most innovative companies? 40Which are the world’s most innovative firms? 44What importance does AI have for the most innovative firms? 48Part B: Framework 53Chapter 4An intelligence-based view of company performance 55From a knowledge-based to an intelligence-based view 57Human and artificial intelligence 60Implications of an intelligence-based view 66Chapter 5Combining and complementing human and artificial intelligence 714S framework for interplays of human and artificial intelligence 72Complementarity of human and artificial intelligence 77Implications of complementarity 80Chapter 6Renewing and recombining human and artificial intelligence 83From digital transformation to intelligence transformation 83Intelligence renewal and recombination 87Transformation steps 90Part C: Strategy 95Chapter 7Business innovation and evolutionary fitness 97Digital and non-digital innovation 98Technical and evolutionary fitness 102Intelligence and meta-intelligence 105Chapter 8Core competencies and competitive advantage 109Markets for intelligence 111Sustainability of competitive advantage 115Sources of competitive advantage 119Chapter 9Value creation and value capture 123Overemphasis on technology 126Importance of the business model 128Balancing the business model 131Part D: Organization 135Chapter 10Internal organization and external ecosystems 137Boundaries of the company 138Internal factors at multiple levels 141External factors at multiple levels 145Chapter 11The No-Human-Interaction paradox 151The paradox of positive and negative attitudes 153Roots of attitudes 157Managing the paradox 160Chapter 12The SMART leadership framework 163SMART leadership principles 165Implementing SMART leadership 172Part E: Implementation 177Chapter 13Corporate initiatives and moving from HR to HAIR 179Managing corporate AI initiatives 180The role of the C-suite 184Moving from HR to HAIR 187Chapter 14The I3 – Integrated Intelligence Incubator 191I3 – Integrated Intelligence Incubator 192Company canvas 195Project canvas 201Implementation checklist 208Chapter 15Avoiding typical pitfalls in execution 215Technology domain 217Market domain 219Management domain 221Avoiding the pitfalls 224Conclusion and outlook 227List of figures 231List of tables 233List of abbreviations 235Endnotes 237Index 247
9783593512037
Apprentissage automatique
Artificial Intelligence
Machine learning
004.068
Integrated intelligence : combining human and artificial intelligence for competitive advantage - 1st ed. - Frankfurt, Campus Verlag : 2020 - 248 pages : illustrations ; 24 cm
ContentsPreface 9Part A: Relevance 11Chapter 1The competitive relevance of artificial intelligence 13AI has come a long way 16There is a long road ahead 20Chapter 2The isolated ignorance of many established businesses 25How do firms respond to recent advances in AI? 26How does the historical evolution matter? 30How does your company score? 34Chapter 3The strategic focus of the world’s most innovative companies 37How can we identify the world’s most innovative companies? 40Which are the world’s most innovative firms? 44What importance does AI have for the most innovative firms? 48Part B: Framework 53Chapter 4An intelligence-based view of company performance 55From a knowledge-based to an intelligence-based view 57Human and artificial intelligence 60Implications of an intelligence-based view 66Chapter 5Combining and complementing human and artificial intelligence 714S framework for interplays of human and artificial intelligence 72Complementarity of human and artificial intelligence 77Implications of complementarity 80Chapter 6Renewing and recombining human and artificial intelligence 83From digital transformation to intelligence transformation 83Intelligence renewal and recombination 87Transformation steps 90Part C: Strategy 95Chapter 7Business innovation and evolutionary fitness 97Digital and non-digital innovation 98Technical and evolutionary fitness 102Intelligence and meta-intelligence 105Chapter 8Core competencies and competitive advantage 109Markets for intelligence 111Sustainability of competitive advantage 115Sources of competitive advantage 119Chapter 9Value creation and value capture 123Overemphasis on technology 126Importance of the business model 128Balancing the business model 131Part D: Organization 135Chapter 10Internal organization and external ecosystems 137Boundaries of the company 138Internal factors at multiple levels 141External factors at multiple levels 145Chapter 11The No-Human-Interaction paradox 151The paradox of positive and negative attitudes 153Roots of attitudes 157Managing the paradox 160Chapter 12The SMART leadership framework 163SMART leadership principles 165Implementing SMART leadership 172Part E: Implementation 177Chapter 13Corporate initiatives and moving from HR to HAIR 179Managing corporate AI initiatives 180The role of the C-suite 184Moving from HR to HAIR 187Chapter 14The I3 – Integrated Intelligence Incubator 191I3 – Integrated Intelligence Incubator 192Company canvas 195Project canvas 201Implementation checklist 208Chapter 15Avoiding typical pitfalls in execution 215Technology domain 217Market domain 219Management domain 221Avoiding the pitfalls 224Conclusion and outlook 227List of figures 231List of tables 233List of abbreviations 235Endnotes 237Index 247
9783593512037
Apprentissage automatique
Artificial Intelligence
Machine learning
004.068