Table of Contents
1 Industry Outlook 10
1.1 Industry Overview 10
1.2 Industry Trends 11
1.3 Pest Analysis 12
2 Report Outline 13
2.1 Report Scope 13
2.2 Report Summary 13
2.3 Research Methodology 14
2.4 Report Assumptions 15
3 Market Snapshot 16
3.1 Total Addressable Market (TAM) 16
3.2 Segmented Addressable Market (SAM) 17
3.3 Related Markets 18
3.3.1 mHealth Market 18
3.3.2 Cognitive Analytics 18
4 Market Outlook 19
4.1 Overview 19
4.2 Market Trends 19
4.3 Market Definition 20
4.4 Porter 5 (Five) Forces 20
5 Market Characteristics 22
5.1 Market Dynamics 22
5.1.1 Drivers 23
5.1.1.1 Business process efficiency and lower operational costs 23
5.1.1.2 Need for on-time deliveries and instant go to market timings 23
5.1.1.3 Digitization in manufacturing leading to hyper customization 23
5.1.1.4 Growing demand for convenience and safety 23
5.1.2 Restraints 24
5.1.2.1 Compliance with privacy and data security regulations 24
5.1.2.2 Increased automation will lead to job losses and can create social tensions 24
5.1.2.3 Shortage of industry regulations and standards 24
5.1.2.4 Hindrances in adoption of technology 24
5.1.3 Opportunities 24
5.1.3.1 Increasing investment in AI 24
5.1.3.2 Growing amount of data in manufacturing 25
5.1.3.3 Growth of assisted driving 25
5.1.4 DRO - Impact Analysis 26
5.2 Market Segmentation 27
6 Technology 28
6.1 Overview 28
6.2 Computer Vision 29
6.2.1 Market Size and Analysis 29
6.3 Deep Learning 30
6.3.1 Market Size and Analysis 30
6.4 Natural Language Processing 30
6.4.1 Market Size and Analysis 31
6.5 Context Awareness 31
6.5.1 Market Size and Analysis 31
7 Applications 33
7.1 Overview 33
7.2 Predictive Maintenance and Machinery Inspection 34
7.2.1 Market Size and Analysis 34
7.3 Material Movement 35
7.3.1 Market Size and Analysis 35
7.4 Production Planning 35
7.4.1 Market Size and Analysis 36
7.5 Field Services 36
7.5.1 Market Size and Analysis 37
7.6 Quality Control 37
7.6.1 Market Size and Analysis 37
7.7 Reclamation 38
7.7.1 Market Size and Analysis 38
8 End-User Verticals 40
8.1 Overview 40
8.2 Automobile 41
8.2.1 Market Size and Analysis 41
8.3 Energy and Power 42
8.3.1 Market Size and Analysis 42
8.4 Pharmaceuticals 42
8.4.1 Market Size and Analysis 43
8.5 Heavy Metals and Machine Manufacturing 44
8.5.1 Market Size and Analysis 44
8.6 Semiconductor and Electronics 44
8.6.1 Market Size and Analysis 45
8.7 Others 45
8.7.1 Market Size and Analysis 46
9 Regions 48
9.1 Overview 48
9.2 North America 48
9.2.1 Market Size and Analysis 49
9.2.2 DRO for North America 49
9.3 Europe 52
9.3.1 Market Size and Analysis 52
9.3.2 DRO for Europe 52
9.4 APAC 55
9.4.1 Market Size and Analysis 55
9.4.2 DRO for APAC 55
9.5 LAMEA 58
9.5.1 Market Size and Analysis 58
9.5.2 DRO for LAMEA 58
10 Vendors 61
10.1 IBM Corporation 61
10.1.1 Overview 61
10.1.2 Business segments 62
10.1.3 Geographic Revenue 62
10.1.4 Business Focus 63
10.1.5 SWOT Analysis 63
10.1.6 Business Strategy 64
10.2 Google Inc. 66
10.2.1 Overview 66
10.2.2 Business segments 67
10.2.3 Geographic Revenue 67
10.2.4 Business Focus 68
10.2.5 SWOT Analysis 68
10.2.6 Business Strategy 69
10.3 Microsoft 70
10.3.1 Overview 70
10.3.2 Business Segments 71
10.3.3 Geographic Revenue 71
10.3.4 Business Focus 72
10.3.5 SWOT Analysis 72
10.3.6 Business Strategy 73
10.4 Apple Inc. 74
10.4.1 Overview 74
10.4.2 Business Segments 75
10.4.3 Geographic Revenue 76
10.4.4 Business Focus 77
10.4.5 SWOT Analysis 77
10.4.6 Business Strategy 78
10.5 Dell 79
10.5.1 Overview 79
10.5.2 Business Focus 79
10.5.3 SWOT Analysis 79
10.5.4 Business Strategy 80
11 Companies to Watch For 81
11.1 Preferred Networks' Inc. 81
11.1.1 Overview 81
11.2 Vicarious Inc. 81
11.2.1 Overview 81
11.3 Skymind' Inc. 82
11.3.1 Overview 82
11.4 Citrine Informatics 82
11.4.1 Overview 82
11.5 UBTECH Robotics' Inc. 83
11.5.1 Overview 83
Annexure 84
? Abbreviations 84