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Artificial Intelligence in Retail Market 2025 - Global Analysis and Forecasts by Deployment Type (on Cloud and On Premise); Retail Type (Online and Offline); Technology (Natural Language Processing (NLP), Machine Learning, Cloud Computing, Deep Learning); and Application (Supply Chain Management, Sales &

  • THE3206762
  • 150 Pages
  • February 2018
  • ICT & Media
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Artificial intelligence in retail market is estimated to be US$ 27,238.6 million by 2025 from US$ 712.6 million in 2016. The growth in market revenue is attributed to proliferating adoption of game changing technologies, growth in mobile market and emergence of various AI based start-ups catering to retail industry. Proliferation of enhanced technological awareness and varied product choices among the consumers have resulted into a noteworthy shift in global retail industry landscape. This has further foisted pressure on the traditional retailers to reimagine the strategies for creating and capturing value in order to explore the optimal usage of their assets. Public policy liberalization is also one of the key factors supporting the flow of knowledge, information and resources, further generating pressure on the brick \'n\' mortar retailers to tackle with the lowered entry barriers to the online retailers in the market.

Key trend which will predominantly effect the market in coming year is rising adoption of multi-channel or omni channel retailing. In forthcoming years, the retail industry is anticipated to witness higher growth in the trend of Omni channel retailing. Artificial intelligence will be having a key role as this technology would be bridging the gap between online and offline retailing in coming future. Companies like Amazon have already enrooted its focus towards development of an AI enabled offline retail store that would enable the shoppers to move out of the store without waiting in the long queues of billing.

Artificial intelligence in retail market by application is segmented into Sales & Marketing, Supply-chain & Logistics, Shelf Analytics, Pricing, In-Store Navigation, Auto-checkout and others (staffing and product mix optimization). Customer experience and management is projected to acquire majority share in the market. Digital convergence in retail is considered to bring glowing opportunity for retailers to retail the customer and set themselves apart. In the coming few years, interaction with a variety of technologies such as bots is expected to reinvent the customer experience.

The overall market size has been derived using both primary and secondary source. The research process begins with an exhaustive secondary research using internal and external sources to obtain qualitative and quantitative information related to the market. Also, primary interview were conducted with industry participants and commentators in order to validate data and analysis. The participants who typically take part in such a process include industry expert such as VPs, business development managers, market intelligence managers and national sales managers, and external consultant such as valuation experts, research analysts and key opinion leaders specializing in the artificial intelligence and retail industry.

Table of Contents

1 Table of Contents 2

1.1 List of Tables 9

1.2 List of Figures 10

2 Introduction 14

2.1 Scope of the Study 14

2.2 The Insight Partners Research Report Guidance 14

3 Key Takeaways 16

4 Artificial Intelligence in Retail Market Landscape 18

4.1 Market Overview 18

4.2 Market Segmentation 19

4.2.1 Global Artificial Intelligence in Retail Market - By Retail Format 21

4.2.2 Global Artificial Intelligence in Retail Market - By Technology 21

4.2.3 Global Artificial Intelligence in Retail Market - By Application 21

4.2.4 Global Artificial Intelligence in Retail Market - By Geography 21

4.3 PEST Analysis 23

4.3.1 North America PEST Analysis 23

4.3.2 Europe PEST Analysis 26

4.3.3 Asia Pacific PEST Analysis 29

4.3.4 Middle East & Africa PEST Analysis 31

4.3.5 South America PEST Analysis 34

5 Global Artificial Intelligence in Retail Market - Key Industry Dynamics 36

5.1 Key Market Drivers 36

5.1.1 Startups are at the forefront, driving the adoption of AI in retail industry 36

5.1.2 Rapid adoption of game-changing technologies across the retail - value chain 37

5.1.3 Tremendous growth in mobile market is expected to encourage the widespread adoption of AI in retail 37

5.2 Key Market Restraints 38

5.2.1 Lack of in-house knowledge and cultural readiness hold back AI adoption 38

5.2.2 High cost and difficulty of implementing new technologies 38

5.3 Key Market Opporunities 39

5.3.1 Rising investments in speech analytics technology 39

5.4 Future Trends 39

5.4.1 Artificial intelligence to bridge the gap between online and offline retailing 39

5.4.2 Artificial intelligence enabled virtual mirrors to be major traction in fashion retail industry 40

5.5 Impact Analysis of Drivers and Restraints 41

6 Artificial Intelligence in Retail Market - Global 42

6.1 Global Artificial Intelligence Market Overview 42

6.2 Global Artificial Intelligence in Retail Market Forecast and Analysis 42

7 Global Artificial Intelligence in Retail Market Analysis - By Retail Format 44

7.1 Overview 44

7.2 E-commerce 45

7.2.1 Overview 45

7.2.2 Global Ecommerce Market Revenue and Forecasts to 2025 (US$ Mn) 45

7.3 Brick \'n\' Mortar 47

7.3.1 Overview 47

7.3.2 Global Brick \'n\' Mortar Market Revenue and Forecasts to 2025 (US$ Mn) 47

8 Global Artificial Intelligence in Retail Market Analysis - By Technology 49

8.1 Overview 49

8.2 Chatbots 50

8.2.1 Overview 50

8.2.2 Global Chatbots Market Revenue and Forecasts to 2025 (US$ Mn) 50

8.3 Recommendation Engines 52

8.3.1 Overview 52

8.3.2 Global Recommendation Engine Market Revenue and Forecasts to 2025 (US$ Mn) 52

8.4 Audio Visual Analytics 53

8.4.1 Overview 53

8.4.2 Global Audio Video Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 54

8.5 Others 55

8.5.1 Overview 55

8.5.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 55

9 Global Artificial Intelligence in Retail Market Analysis - By Application 56

9.1 Overview 56

9.2 Sales & Marketing 57

9.2.1 Overview 57

9.2.2 Global Sales & Marketing Market Revenue and Forecasts to 2025 (US$ Mn) 57

9.3 Supply Chain & logistics 58

9.3.1 Overview 58

9.3.2 Global Supply Chain & Logistics Market Revenue and Forecasts to 2025 (US$ Mn) 59

9.4 Customer Experience & Management 60

9.4.1 Overview 60

9.4.2 Global Customer Experience & Management Market Revenue and Forecasts to 2025 (US$ Mn) 60

9.5 Shelf Analytics 61

9.5.1 Overview 61

9.5.2 Global Shelf Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 61

9.6 Pricing 62

9.6.1 Overview 62

9.6.2 Global Pricing Market Revenue and Forecasts to 2025 (US$ Mn) 63

9.7 In-Store Navigation 63

9.7.1 Overview 64

9.7.2 Global In-Store Navigation Market Revenue and Forecasts to 2025 (US$ Mn) 64

9.8 Auto-checkouts 64

9.8.1 Overview 65

9.8.2 Global Auto Checkout Market Revenue and Forecasts to 2025 (US$ Mn) 65

9.9 Others 66

9.9.1 Overview 66

9.9.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 66

10 Global Artificial Intelligence in Retail Market - Geographical Analysis 67

10.1 Overview 67

10.2 North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 68

10.2.1 Overview 68

10.2.2 North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 68

10.2.3 North America Artificial Intelligence in Retail Market Breakdown by Key Countries 69

10.2.3.1 US Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 70

10.2.3.2 Canada Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 71

10.2.3.3 Mexico Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 72

10.2.4 North America Artificial Intelligence in Retail Market Breakdown by Retail Format 73

10.2.5 North America Artificial Intelligence in Retail Market Breakdown by Technology 74

10.2.6 North America Artificial Intelligence in Retail Market Breakdown by Application 75

10.3 Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 77

10.3.1 Overview 77

10.3.2 Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 77

10.3.3 Europe Artificial Intelligence in Retail Market Breakdown by Key Countries 78

10.3.3.1 France Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 79

10.3.3.2 Germany Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 80

10.3.3.3 Italy Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 81

10.3.3.4 Spain Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 82

10.3.3.5 UK Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 83

10.3.4 Europe Artificial Intelligence in Retail Market Breakdown by Retail Format 84

10.3.5 Europe Artificial Intelligence in Retail Market Breakdown by Technology 85

10.3.6 Europe Artificial Intelligence in Retail Market Breakdown by Application 86

10.4 Asia Pacific (APAC) Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 88

10.4.1 Overview 88

10.4.2 Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 89

10.4.3 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Countries 90

10.4.3.1 China Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 90

10.4.3.2 India Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 91

10.4.3.3 Japan Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 92

10.4.3.4 Australia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 93

10.4.4 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Retail Format 94

10.4.5 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Technology 95

10.4.6 Asia Pacific Artificial Intelligence in Retail Market Breakdown by Application 96

10.5 Middle East & Africa (MEA) Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 98

10.5.1 Overview 98

10.5.2 Middle East & Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 98

10.5.3 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Key Countries 99

10.5.3.1 Saudi Arabia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 100

10.5.3.2 UAE Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 101

10.5.3.3 South Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 102

10.5.4 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Retail Format 103

10.5.5 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Technology 104

10.5.6 Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Application 105

10.6 South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 107

10.6.1 Overview 107

10.6.2 South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 107

10.6.3 South America Artificial Intelligence in Retail Market Breakdown by Key Countries 108

10.6.3.1 Brazil Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 109

10.6.4 South America Artificial Intelligence in Retail Market Breakdown by Retail Format 110

10.6.5 South America Artificial Intelligence in Retail Market Breakdown by Technology 111

10.6.6 South America Artificial Intelligence in Retail Market Breakdown by Application 112

11 Industry Landscape 114

11.1 Market Initative 114

11.2 Merger and Acquisition 115

12 Competitive Landscape 117

12.1 Competitive Product Mapping 117

12.2 Market Positioning - Global Top 5 Players Ranking 118

13 Global Artificial Intelligence in Retail Market - Key Company Profiles 119

13.1 Sentient Technologies Holdings Limited 119

13.1.1 Key Facts 119

13.1.2 Business Description 119

13.1.3 Financial Overview 120

13.1.4 SWOT Analysis 120

13.1.5 Key Developments 122

13.2 Manthan Software Services Pvt. Ltd. 123

13.2.1 Key Facts 123

13.2.2 Business Description 123

13.2.3 Financial Overview 123

13.2.4 SWOT Analysis 124

13.2.5 Key Developments 126

13.3 Focal Systems Inc. 127

13.3.1 Key Facts 127

13.3.2 Business Description 127

13.3.3 Financial Overview 128

13.3.4 SWOT Analysis 128

13.3.5 Key Developments 129

13.4 Microsoft Corporation 131

13.4.1 Key Facts 131

13.4.2 Business Description 131

13.4.3 Financial Overview 132

13.4.4 SWOT Analysis 133

13.4.5 Key Developments 135

13.5 ViSenze 136

13.5.1 Key Facts 136

13.5.2 Business Description 136

13.5.3 Financial Overview 137

13.5.4 SWOT Analysis 137

13.5.5 Key Developments 139

13.6 Tata Consultancy Services Limited 140

13.6.1 Key Facts 140

13.6.2 Business Description 140

13.6.3 Financial Overview 141

13.6.4 SWOT Analysis 142

13.6.5 Key Developments 144

13.7 Salesforce.com, Inc. 145

13.7.1 Key Facts 145

13.7.2 Business Description 145

13.7.3 Financial Overview 146

13.7.4 SWOT Analysis 147

13.7.5 Key Developments 149

13.8 Plexure Ltd. 150

13.8.1 Key Facts 150

13.8.2 Business Description 150

13.8.3 Financial Overview 151

13.8.4 SWOT Analysis 152

13.8.5 Key Developments 153

13.9 Google,Inc. 154

13.9.1 Key Facts 154

13.9.2 Business Description 154

13.9.3 Financial Overview 155

13.9.4 SWOT Analysis 156

13.9.5 Key Developments 158

13.10 IBM Watson Group 159

13.10.1 Key Facts 159

13.10.2 Business Description 159

13.10.3 Financial Overview 160

13.10.4 SWOT Analysis 160

13.10.5 Key Developments 163

14 Appendix 164

14.1 About The Insight Partners 164

14.2 Glossary of Terms 165

14.3 Methodology 167

14.3.1 Coverage 167

14.3.2 Secondary Research 167

14.3.3 Primary Research 168

14.4 Contact Us 169

14.5 Disclaimer 169

1.1 List of Tables

Table 1: Global Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 43

Table 2: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 73

Table 3: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 74

Table 4: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 75

Table 5: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 84

Table 6: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 85

Table 7: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 86

Table 8: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 94

Table 9: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 95

Table 10: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 96

Table 11: Middle East and Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 103

Table 12: Middle East and Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 104

Table 13: Middle East and Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 105

Table 14: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Retail Format (US$ Mn) 110

Table 15: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Technology (US$ Mn) 111

Table 16: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 - By Application (US$ Mn) 112

Table 17: Glossary of Terms, Artificial Intelligence in Retail Market 165

1.2 List of Figures

Figure 1: Global Artificial Intelligence in Retail Market, 2016 & 2025 16

Figure 2: Artificial Intelligence in Retail Market Segmentation 19

Figure 3: Artificial Intelligence in Retail Market Segmentation 20

Figure 4: North America PEST Analysis 23

Figure 5: Europe PEST Analysis 26

Figure 6: APAC PEST Analysis 29

Figure 7: MEA PEST Analysis 31

Figure 8: SAM PEST Analysis 34

Figure 9: Global Artificial Intelligence Start-Ups in Retail 36

Figure 10: Adoption of IoT in retail 37

Figure 11: Global Smart Phone Subscription Growth 38

Figure 12: Artificial Intelligence in Retail Market Impact Analysis of Driver and Restraints 41

Figure 13: Global Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 43

Figure 14: Global Artificial Intelligence in Retail Market Breakdown By Retail Format, 2016 & 2025 (%) 44

Figure 15: Ecommerce Market Revenue and Forecasts to 2025 (US$ Mn) 46

Figure 16: Brick \'n\' Mortar Market Revenue and Forecasts to 2025 (US$ Mn) 48

Figure 17: Global Artificial Intelligence in Retail Market Breakdown By Technology, 2016 & 2025 (%) 49

Figure 18: Global Chatbots Market Revenue and Forecasts to 2025 (US$ Mn) 51

Figure 19: Global Recommendation Engine Market Revenue and Forecasts to 2025 (US$ Mn) 53

Figure 20: Global Audio Video Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 55

Figure 21: Global Funds Market Revenue and Forecasts to 2025 (US$ Mn) 56

Figure 22: Global Artificial Intelligence in Retail Market Breakdown By Application, 2016 & 2025 (%) 57

Figure 23: Global Sales & Marketing Market Revenue and Forecasts to 2025 (US$ Mn) 59

Figure 24: Global Supply Chain & Logistics Market Revenue and Forecasts to 2025 (US$ Mn) 60

Figure 25: Global Customer Experience & Management Market Revenue and Forecasts to 2025 (US$ Mn) 62

Figure 26: Global Shelf Analytics Market Revenue and Forecasts to 2025 (US$ Mn) 63

Figure 27: Global Pricing Market Revenue and Forecasts to 2025 (US$ Mn) 64

Figure 28: Global In-Store Navigation Market Revenue and Forecasts to 2025 (US$ Mn) 65

Figure 29: Global Auto Checkout Market Revenue and Forecasts to 2025 (US$ Mn) 67

Figure 30: Global Others Market Revenue and Forecasts to 2025 (US$ Mn) 68

Figure 31: Artificial Intelligence in Retail Market, Global Breakdown by Regions, 2016 & 2025 (%) 69

Figure 32: North America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 70

Figure 33: North America Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 71

Figure 34: US Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 72

Figure 35: Canada Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 73

Figure 36: Mexico Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 74

Figure 37: North America Artificial Intelligence in Retail Market Breakdown by Function, 2016 & 2025 (%) 75

Figure 38: North America Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 76

Figure 39: North America Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 77

Figure 40: Europe Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 80

Figure 41: Europe Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 81

Figure 42: France Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 81

Figure 43: Germany Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 82

Figure 44: Italy Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 83

Figure 45: Spain Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 84

Figure 46: UK Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 85

Figure 47: Europe Artificial Intelligence in Retail Market Breakdown by Retail Format, 2016 & 2025 (%) 86

Figure 48: Europe Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 87

Figure 49: Europe Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 88

Figure 50: Asia Pacific Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 91

Figure 51: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 92

Figure 52: China Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 92

Figure 53: India Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 93

Figure 54: Japan Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 94

Figure 55: Australia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 95

Figure 56: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Function, 2016 & 2025 (%) 96

Figure 57: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 97

Figure 58: Asia Pacific Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 98

Figure 59: Middle East & Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 100

Figure 60: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 101

Figure 61: Saudi Arabia Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 102

Figure 62: UAE Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 103

Figure 63: South Africa Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 104

Figure 64: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Retail Format, 2016 & 2025 (%) 105

Figure 65: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 106

Figure 66: Middle East & Africa Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 107

Figure 67: South America Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 109

Figure 68: South America Artificial Intelligence in Retail Market Breakdown by Key Countries, 2016 & 2025 (%) 110

Figure 69: Brazil Artificial Intelligence in Retail Market Revenue and Forecasts to 2025 (US$ Mn) 111

Figure 70: South America Artificial Intelligence in Retail Market Breakdown by Retail Format, 2016 & 2025 (%) 112

Figure 71: South America Artificial Intelligence in Retail Market Breakdown by Technology, 2016 & 2025 (%) 113

Figure 72: South America Artificial Intelligence in Retail Market Breakdown by Application, 2016 & 2025 (%) 114

Figure 73: Artificial Intelligence in Retail Market Competitive Product Mapping 119

 
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