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Report
AI as a Service Market by Offering (SaaS, PaaS, IaaS), Technology (Machine Learning, Natural Language Processing, Context Awareness, Computer Vision), Cloud Type (Public, Private, Hybrid), Organization Size, Vertical and Region - Global Forecast to 2028
Market Report I 2023-05-01 I 327 Pages I MarketsandMarkets
The market for AI as a Service is projected to grow from USD 9.3 billion in 2023 to USD 55.0 billion by 2028, at a CAGR of 42.6% during the forecast period. AI as a service refers to the provision of AI tools and platforms by third-party providers to businesses that want to integrate AI into their operations. It provides companies with access to pre-built AI models, APIs, and other tools that can be easily integrated into their existing systems. The growth of AI as a service (AIaaS) is being driven by the increasing demand for AI-powered solutions across industries. The availability of big data and the rise of cloud computing have made it easier for businesses to adopt AIaaS.
The large enterprises' segment is projected to be the largest market during the forecast period
Large enterprises have shown more inclination toward advanced technologies, such as AI, Machine Learning, and Natural Language Processing, than small and medium-sized enterprises. They possess a considerable amount of data across business functions, which they need to analyze for entity extraction, text classification, summarization, and sentiment analysis. AIaaS solutions help large enterprises develop and deploy new AI-driven products and services, enabling them to stay competitive and meet evolving customer demands. AIaaS is a crucial technology for large enterprises looking to stay at the forefront of technological innovation and drive growth in a fast-paced business environment.
The PaaS segment is registered to grow at the highest CAGR during the forecast period
Platform as a Service (PaaS) provides businesses with pre-built platforms and tools for developing and deploying AI applications. These platforms typically include pre-trained models and APIs, as well as development tools for customizing and building new models. With PaaS, businesses can leverage the expertise of the platform provider and quickly develop AI applications without having to build everything from scratch.
Among verticals, the BFSI vertical is anticipated to account for the largest market size during the forecast period
The BFSI industry is harnessing the power of AI to transform the way they engage with customers, manage risks, and optimize operations. These organizations leverage AI algorithms and tools to streamline processes, reduce costs, and enhance customer experiences. Banks use AI to improve fraud detection and prevention, customer identification and authentication, and personalized financial advice. Organizations in the BFSI space are investing heavily in AIaaS technologies to stay ahead in the race for digital transformation. By partnering with AIaaS providers, BFSI organizations can access cutting-edge AI technologies, such as natural language processing and predictive analytics, to improve their business outcomes and stay ahead of the competition.
North America to account for the largest market size during the forecast period
North America is estimated to account for the largest share of the AI as a Service market. The global market for AI as a Service is dominated by North America. North America is the highest revenue-generating region in the global AI as a Service market, with the US constituting the highest market share, followed by Canada. Countries such as the US, Canada, and Mexico are adopting AI technology in multiple application areas, propelling the growth of AI in this region. North America is a global leader in the development of AI technology, with many of the world's largest AI companies based in the region. The region has witnessed favorable conditions for market growth due to the implementation of data management technologies, government regulations, established player presence, and interest from enterprises to apply ML and BI solutions.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the AI as a Service market.
- By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
- By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
- By Region: APAC: 30%, Europe: 20%, North America: 40%, MEA: 5%, Latin America: 5%
Major vendors offering AI as a Service solutions and services across the globe are IBM (US), Microsoft (US), Google (US), AWS (US), FICO (US), SAS Institute (US), Baidu (China, SAP (Germany), Salesforce (US), Oracle (US), Iris.AI (US), Craft.AI (France), BigML (US), H2O.ai (US), Vital.ai (US), Fuzzy.ai (Canada), RainBird Technologies (UK), SiftScience (US) DataBricks (US), CenturySoft (India), DataRobot (US), Alibaba (China), Tencent (China), Dataiku (US), Yottamine Analytics (US), Tecnotree (Finland), Cloudera (US), and Meya.ai (KSA).
Research Coverage
The market study covers AI as a service across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, technology, cloud type, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for AI as a Service and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
- Analysis of key drivers (growth importance of data-driven decision making process), restraints (lack of skilled employees), opportunities (increase in need of intelligent business applications), and challenges (sensitivity involved in security of data) influencing the growth of the AI as a Service market
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI as a Service market.
- Market Development: Comprehensive information about lucrative markets - the report analyses the AI as a Service market across varied regions
- Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in AI as a Service market strategies; the report also helps stakeholders understand the pulse of the AI as a Service market and provides them with information on key market drivers, restraints, challenges, and opportunities
- Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as IBM (US), Google (US), AWS(US), Microsoft (US), Salesforce (US), among others in the AI as a Service market.
1 INTRODUCTION 30
1.1 STUDY OBJECTIVES 30
1.2 MARKET DEFINITION 31
1.3 INCLUSIONS AND EXCLUSIONS 31
1.4 MARKET SCOPE 31
1.4.1 MARKET SEGMENTATION 32
1.4.2 REGIONS COVERED 33
1.4.3 YEARS CONSIDERED 34
1.5 CURRENCY CONSIDERED 34
TABLE 1 USD EXCHANGE RATES, 2020-2022 34
1.6 STAKEHOLDERS 35
1.7 SUMMARY OF CHANGES 35
1.7.1 IMPACT OF RECESSION 35
2 RESEARCH METHODOLOGY 36
2.1 RESEARCH DATA 36
FIGURE 1 AI AS A SERVICE MARKET: RESEARCH DESIGN 36
2.1.1 SECONDARY DATA 36
2.1.2 PRIMARY DATA 37
2.1.2.1 Primary interviews 37
2.1.2.2 Breakup of primary profiles 38
2.1.2.3 Key industry insights 38
2.2 DATA TRIANGULATION 39
2.3 MARKET SIZE ESTIMATION 40
FIGURE 2 AI AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 40
2.3.1 TOP-DOWN APPROACH 40
2.3.2 BOTTOM-UP APPROACH 41
FIGURE 3 APPROACH 1 (SUPPLY SIDE): REVENUE FROM OFFERING OF AI AS A SERVICE MARKET 41
FIGURE 4 APPROACH 2-BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM OFFERING OF AI AS A SERVICE PLAYERS 42
FIGURE 5 APPROACH 3-BOTTOM-UP (SUPPLY SIDE): REVENUE AND SUBSEQUENT MARKET ESTIMATION FROM OFFERING OF AI AS A SERVICE 42
FIGURE 6 APPROACH 4-BOTTOM-UP (DEMAND SIDE): SHARE OF AI AS A SERVICE OFFERING THROUGH OVERALL AI AS A SERVICE SPENDING 43
2.4 MARKET FORECAST 44
TABLE 2 FACTOR ANALYSIS 44
2.5 ASSUMPTIONS 45
2.6 LIMITATIONS 46
2.7 IMPACT OF RECESSION ON GLOBAL AI AS A SERVICE MARKET 47
TABLE 3 IMPACT OF RECESSION ON GLOBAL AI AS A SERVICE MARKET 48
3 EXECUTIVE SUMMARY 49
TABLE 4 AI AS A SERVICE MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y GROWTH) 50
TABLE 5 AI AS A SERVICE MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y GROWTH) 50
FIGURE 7 IAAS TO ACCOUNT FOR LARGER MARKET SIZE IN 2023 (USD MILLION) 50
FIGURE 8 MACHINE LEARNING TO ACCOUNT FOR LARGEST AI AS A SERVICE MARKET IN 2023 51
FIGURE 9 SUPERVISED LEARNING TO BE LARGEST MACHINE LEARNING MARKET IN 2023 51
FIGURE 10 PUBLIC CLOUD TO ACCOUNT FOR HIGHER IMPLEMENTATION IN 2023 51
FIGURE 11 LARGE ENTERPRISES SEGMENT TO BE LARGER USERS IN MARKET IN 2023 52
FIGURE 12 BFSI TO BE LARGEST VERTICAL MARKET IN 2023 52
FIGURE 13 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 53
4 PREMIUM INSIGHTS 54
4.1 ATTRACTIVE MARKET OPPORTUNITIES FOR AI AS A SERVICE MARKET PLAYERS 54
FIGURE 14 HIGH DEMAND FOR PLATFORM TRANSFERRING DATA FROM ON-PREMISES TO CLOUD TO DRIVE AI AS A SERVICE MARKET 54
4.2 OVERVIEW OF RECESSION IN GLOBAL AI AS A SERVICE MARKET 54
FIGURE 15 AI AS A SERVICE MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 54
4.3 AI AS A SERVICE MARKET, BY VERTICAL 55
FIGURE 16 HEALTHCARE AND LIFE SCIENCES VERTICAL TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD 55
4.4 AI AS A SERVICE MARKET, BY REGION 55
FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE BY 2028 55
4.5 AI AS A SERVICE MARKET: TOP COMPONENT AND VERTICALS 56
FIGURE 18 OFFERING AND BFSI TO ACCOUNT FOR LARGEST RESPECTIVE MARKET SHARES BY 2028 56
5 MARKET OVERVIEW 57
5.1 INTRODUCTION 57
5.2 MARKET DYNAMICS 57
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AI AS A SERVICE MARKET 57
5.2.1 DRIVERS 58
5.2.1.1 Growth in importance of data-driven decision-making in business 58
5.2.1.2 Increase in need to provide enhanced customer experience and gain competitive advantage 58
5.2.1.3 Rise in demand for AI-powered services in API and SDK forms 58
5.2.2 RESTRAINTS 59
5.2.2.1 Lack of skilled employees 59
5.2.3 OPPORTUNITIES 59
5.2.3.1 Increase in need for intelligent business applications 59
5.2.3.2 Growth in demand for AI service integrators 59
5.2.4 CHALLENGES 60
5.2.4.1 Sensitivity involved with security of data 60
6 INDUSTRY TRENDS 61
6.1 BRIEF HISTORY OF AI AS A SERVICE 61
6.2 VALUE CHAIN ANALYSIS 61
FIGURE 20 AI AS A SERVICE MARKET: VALUE CHAIN ANALYSIS 62
6.2.1 DATA COLLECTION & PREPARATION 62
6.2.2 ALGORITHM DEVELOPMENT 62
6.2.3 MODEL TRAINING 62
6.2.4 MODEL TESTING & VALIDATION 63
6.2.5 DEPLOYMENT & INTEGRATION 63
6.2.6 MAINTENANCE & SUPPORT 63
6.3 ECOSYSTEM MAPPING 63
TABLE 6 AI AS A SERVICE MARKET: CLOUD PROVIDERS 63
TABLE 7 AI AS A SERVICE MARKET: PLATFORM PROVIDERS 64
TABLE 8 AI AS A SERVICE MARKET: AI SERVICE PROVIDERS 64
TABLE 9 AI AS A SERVICE MARKET: DATA PROVIDERS 65
TABLE 10 AI AS A SERVICE MARKET: BUSINESS APPLICATIONS 65
TABLE 11 AI AS A SERVICE MARKET: REGULATORY BODIES 65
FIGURE 21 AI AS A SERVICE ECOSYSTEM 66
6.4 CASE STUDY ANALYSIS 67
TABLE 12 GOVERNMENT & DEFENSE: MICROSOFT AZURE AIAAS EMPOWERS ALASKA AIRLINES TO OPTIMIZE ON-TIME PERFORMANCE WITH PREDICTIVE MAINTENANCE 67
TABLE 13 BFSI: IMPROVING CUSTOMER SERVICE AND FRAUD DETECTION WITH IBM AIAAS 67
TABLE 14 HEALTHCARE: TRANSFORMING PATIENT CARE AND ENGAGEMENT WITH GOOGLE AIAAS 68
TABLE 15 RETAIL: AWS AIAAS IMPROVING PRODUCT OFFERINGS, PRICING STRATEGIES, AND MARKETING CAMPAIGNS 69
TABLE 16 MANUFACTURING: OPTIMIZING PRODUCTION PROCESSES WITH BAIDU AIAAS 69
TABLE 17 IT/ITES: AUTOMATING SUPPORT REQUEST TRIAGE WITH SALESFORCE AIAAS 70
6.5 TECHNOLOGY ANALYSIS 70
6.5.1 RELATED TECHNOLOGY 70
6.5.1.1 Machine learning 70
6.5.1.2 Big data 71
6.5.1.3 Natural language processing 71
6.5.1.4 Cloud computing 71
6.5.2 ALLIED TECHNOLOGIES 72
6.5.2.1 Edge computing 72
6.5.2.2 IoT 72
6.5.2.3 Blockchain 72
6.6 PORTER'S FIVE FORCES MODEL 73
TABLE 18 AI AS A SERVICE MARKET: PORTER'S FIVE FORCES MODEL 73
6.6.1 THREAT OF NEW ENTRANTS 73
6.6.2 THREAT OF SUBSTITUTES 73
6.6.3 BARGAINING POWER OF BUYERS 73
6.6.4 BARGAINING POWER OF SUPPLIERS 74
6.6.5 INTENSITY OF COMPETITIVE RIVALRY 74
6.7 PATENT ANALYSIS 74
6.7.1 METHODOLOGY 74
6.7.2 DOCUMENT TYPES 74
TABLE 19 PATENTS FILED, 2019-2022 74
6.7.3 INNOVATION & PATENT APPLICATIONS 75
FIGURE 22 NUMBER OF PATENTS GRANTED ANNUALLY, 2019-2022 75
6.7.3.1 Top applicants 75
FIGURE 23 TOP 10 AI AS A SERVICE PATENT APPLICANTS, 2019-2022 75
TABLE 20 LIST OF PATENTS IN AI AS A SERVICE MARKET, 2021-2023 76
6.8 PRICING ANALYSIS 76
TABLE 21 PRICING ANALYSIS 77
6.9 KEY STAKEHOLDERS AND BUYING CRITERIA 79
6.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 79
FIGURE 24 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 79
TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 79
6.9.2 BUYING CRITERIA 80
FIGURE 25 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 80
TABLE 23 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 80
6.10 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN AI AS A SERVICE MARKET 81
FIGURE 26 AI AS A SERVICE MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS 81
6.11 KEY CONFERENCES & EVENTS 81
TABLE 24 AI AS A SERVICE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023-2024 81
6.12 REGULATORY LANDSCAPE 84
6.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84
TABLE 25 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84
TABLE 26 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 27 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 28 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
6.12.1.1 North America 88
6.12.1.1.1 US 88
6.12.1.1.2 Canada 88
6.12.1.2 Europe 88
6.12.1.3 Asia Pacific 88
6.12.1.3.1 South Korea 88
6.12.1.3.2 China 88
6.12.1.3.3 India 89
6.12.1.4 Middle East & Africa 89
6.12.1.4.1 UAE 89
6.12.1.4.2 KSA 89
6.12.1.4.3 Bahrain 89
6.12.1.5 Latin America 89
6.12.1.5.1 Brazil 89
6.12.1.5.2 Mexico 89
6.13 AI AS A SERVICE-BASED APPLICATION IN DATA CENTERS 90
TABLE 29 AI AS A SERVICE-BASED APPLICATION IN DATA CENTERS 90
6.14 AI AS A SERVICE USE CASES 91
6.14.1 DATA PREPARATION & MANAGEMENT 91
TABLE 30 DATA PREPARATION & MANAGEMENT USE CASES 91
6.14.1.1 Model development, training, and tuning 91
TABLE 31 MODEL DEVELOPMENT, TRAINING, AND TUNING USE CASES 92
6.14.1.2 Model deployment & management 92
TABLE 32 MODEL DEPLOYMENT & MANAGEMENT USE CASES 92
6.14.1.3 Customization & integration 93
TABLE 33 CUSTOMIZATION & INTEGRATION USE CASES 93
6.14.1.4 Data collection & annotation 94
TABLE 34 DATA COLLECTION & ANNOTATION USE CASES 94
6.14.1.5 Analytics & monitoring 95
TABLE 35 ANALYTICS & MONITORING USE CASES 95
6.15 FUTURE DIRECTIONS OF AI AS A SERVICE MARKET LANDSCAPE 96
TABLE 36 SHORT-TERM ROADMAP, 2023-2025 96
TABLE 37 MID-TERM ROADMAP, 2026-2028 96
TABLE 38 LONG-TERM ROADMAP, 2029-2030 97
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7 AI AS A SERVICE MARKET, BY OFFERING 98
7.1 INTRODUCTION 99
7.1.1 OFFERING: AI AS A SERVICE MARKET DRIVERS 99
FIGURE 27 AI AS A SERVICE MARKET FOR OFFERING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 99
TABLE 39 AI AS A SERVICE MARKET, BY OFFERING, 2017-2022 (USD MILLION) 100
TABLE 40 AI AS A SERVICE MARKET, BY OFFERING, 2023-2028 (USD MILLION) 100
7.2 INFRASTRUCTURE AS A SERVICE 100
7.2.1 FLEXIBILITY TO SCALE UP OR DOWN OFFERED BASED ON AI WORKLOADS 100
TABLE 41 INFRASTRUCTURE AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 101
TABLE 42 INFRASTRUCTURE AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 101
7.3 PLATFORM AS A SERVICE 102
7.3.1 ACCELERATING AI APPLICATION DEVELOPMENT AND DEPLOYMENT WITH PAAS 102
TABLE 43 PLATFORM AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 102
TABLE 44 PLATFORM AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 102
7.4 SOFTWARE AS A SERVICE 103
7.4.1 EASY ACCESS AND ADOPTION OF AI TECHNOLOGY FOR BUSINESSES 103
TABLE 45 SOFTWARE AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 103
TABLE 46 SOFTWARE AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 103
8 AI AS A SERVICE MARKET, BY TECHNOLOGY 104
8.1 INTRODUCTION 105
8.1.1 TECHNOLOGY: AI AS A SERVICE MARKET DRIVERS 105
FIGURE 28 COMPUTER VISION TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 106
TABLE 47 AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) 106
TABLE 48 AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) 106
8.2 MACHINE LEARNING 107
8.2.1 EMPOWERING BUSINESSES BY AUTOMATING PROCESSES, ANALYZING DATA, AND MAKING PREDICTIONS 107
FIGURE 29 SUPERVISED LEARNING TO BE LARGEST MARKET DURING FORECAST PERIOD 107
TABLE 49 AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION) 108
TABLE 50 AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023-2028 (USD MILLION) 108
TABLE 51 MACHINE LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 108
TABLE 52 MACHINE LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 109
8.2.2 DEEP LEARNING 109
8.2.2.1 Deep learning to drive efficiency, innovation, and competitiveness 109
TABLE 53 DEEP LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 109
TABLE 54 DEEP LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 110
8.2.3 SUPERVISED LEARNING 110
8.2.3.1 Supervised learning to empower business decision-making 110
TABLE 55 SUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 110
TABLE 56 SUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 111
8.2.4 UNSUPERVISED LEARNING 111
8.2.4.1 Increase in use of predictive analytics in project management to boost profitability and competitiveness 111
TABLE 57 UNSUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 111
TABLE 58 UNSUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 112
8.2.5 REINFORCEMENT LEARNING 112
8.2.5.1 Employing speech recognition to reduce time and effort 112
TABLE 59 REINFORCEMENT LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 112
TABLE 60 REINFORCEMENT LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 113
8.2.6 OTHER MACHINE LEARNING TECHNOLOGIES 113
TABLE 61 OTHER MACHINE LEARNING TECHNOLOGIES: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 113
TABLE 62 OTHER MACHINE LEARNING TECHNOLOGIES: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 114
8.3 NATURAL LANGUAGE PROCESSING 114
8.3.1 NLP UTILIZED TO ENHANCE LANGUAGE PROCESSING CAPABILITIES 114
TABLE 63 NATURAL LANGUAGE PROCESSING: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 114
TABLE 64 NATURAL LANGUAGE PROCESSING: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 115
8.4 CONTEXT AWARENESS 115
8.4.1 CONTEXT AWARENESS USED TO PROVIDE PERSONALIZED USER EXPERIENCES 115
TABLE 65 CONTEXT AWARENESS: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 115
TABLE 66 CONTEXT AWARENESS: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 116
8.5 COMPUTER VISION 116
8.5.1 LEVERAGING AI TECHNOLOGY BY INTEGRATING COMPUTER VISION INTO BUSINESSES 116
TABLE 67 COMPUTER VISION: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 117
TABLE 68 COMPUTER VISION: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 117
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9 AI AS A SERVICE MARKET, BY CLOUD TYPE 118
9.1 INTRODUCTION 119
9.1.1 CLOUD TYPE: AI AS A SERVICE MARKET DRIVERS 119
FIGURE 30 PRIVATE CLOUD TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 119
TABLE 69 AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017-2022 (USD MILLION) 120
TABLE 70 AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION) 120
9.2 PUBLIC CLOUD 120
9.2.1 COST-EFFECTIVE AND SCALABLE AI CAPABILITIES OF PUBLIC CLOUD 120
TABLE 71 PUBLIC CLOUD: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 120
TABLE 72 PUBLIC CLOUD: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 121
9.3 HYBRID CLOUD 121
9.3.1 ABILITY TO DEPLOY AI WORKLOADS ON BOTH PUBLIC AND PRIVATE INFRASTRUCTURES 121
TABLE 73 HYBRID CLOUD: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 121
TABLE 74 HYBRID CLOUD: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 122
9.4 PRIVATE CLOUD 122
9.4.1 HIGHER LEVELS OF SECURITY AND CONTROL IN PRIVATE CLOUD 122
TABLE 75 PRIVATE CLOUD: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 122
TABLE 76 PRIVATE CLOUD: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 123
10 AI AS A SERVICE MARKET, BY ORGANIZATION SIZE 124
10.1 INTRODUCTION 125
10.1.1 ORGANIZATION SIZE: AI AS A SERVICE MARKET DRIVERS 125
FIGURE 31 SMALL & MEDIUM-SIZED ENTERPRISES TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 125
TABLE 77 AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION) 126
TABLE 78 AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION) 126
10.2 SMALL & MEDIUM-SIZED ENTERPRISES 126
10.2.1 NEED TO LEVERAGE ADVANCED TECHNOLOGIES WITHOUT SIGNIFICANT UPFRONT INVESTMENTS 126
TABLE 79 SMALL & MEDIUM-SIZED ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 126
TABLE 80 SMALL & MEDIUM-SIZED ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 127
10.3 LARGE ENTERPRISES 127
10.3.1 GROWING ADOPTION OF AIAAS TO IMPROVE EFFICIENCY AND GAIN COMPETITIVE ADVANTAGE 127
TABLE 81 LARGE ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 127
TABLE 82 LARGE ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 128
11 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL 129
11.1 INTRODUCTION 130
11.1.1 VERTICAL: AI AS A SERVICE MARKET DRIVERS 130
FIGURE 32 HEALTHCARE & LIFE SCIENCES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 131
TABLE 83 AI AS A SERVICE MARKET, BY VERTICAL, 2017-2022 (USD MILLION) 131
TABLE 84 AI AS A SERVICE MARKET, BY VERTICAL, 2023-2028 (USD MILLION) 132
11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 132
11.2.1 DEMAND FOR ENHANCED CUSTOMER SERVICE 132
TABLE 85 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY REGION, 2017-2022 (USD MILLION) 133
TABLE 86 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY REGION, 2023-2028 (USD MILLION) 133
TABLE 87 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 133
TABLE 88 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 134
11.2.2 ENHANCED CUSTOMER EXPERIENCE 134
11.2.3 PREDICTION OF FUTURE OUTCOMES & TRENDS 134
11.2.4 ROBOTIC AUTOMATION OF PROCESSES 134
11.2.5 CREDIT DECISIONS 135
11.2.6 FRAUD DETECTION & PREVENTION 135
11.2.7 OTHER BFSI APPLICATIONS 135
11.3 RETAIL & ECOMMERCE 135
11.3.1 AI HELPS UNDERSTAND CONSUMER BEHAVIOR, ALLOWING MARKETERS INFLUENCE BUYER DECISIONS 135
TABLE 89 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2017-2022 (USD MILLION) 136
TABLE 90 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2023-2028 (USD MILLION) 136
TABLE 91 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 136
TABLE 92 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 137
11.3.2 PRODUCT RECOMMENDATION & PLANNING 137
11.3.3 CUSTOMER RELATIONSHIP MANAGEMENT 137
11.3.4 VISUAL SEARCH 138
11.3.5 VIRTUAL ASSISTANT 138
11.3.6 PRICE OPTIMIZATION 138
11.3.7 PAYMENT SERVICES MANAGEMENT 138
11.3.8 SUPPLY CHAIN MANAGEMENT & DEMAND PLANNING 138
11.3.9 VIRTUAL STORES 139
11.3.10 OTHER RETAIL & ECOMMERCE APPLICATIONS 139
11.4 HEALTHCARE & LIFE SCIENCES 139
11.4.1 USE OF AI TO ACCELERATE GROWTH OF MEDICAL IMAGING & DIAGNOSTICS 139
TABLE 93 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2017-2022 (USD MILLION) 140
TABLE 94 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2023-2028 (USD MILLION) 140
TABLE 95 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 140
TABLE 96 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 141
11.4.2 PATIENT DATA & RISK ANALYSIS 141
11.4.3 LIFESTYLE MANAGEMENT & MONITORING 141
11.4.4 PRECISION MEDICINE 142
11.4.5 INPATIENT CARE & HOSPITAL MANAGEMENT 142
11.4.6 MEDICAL IMAGING & DIAGNOSTICS 142
11.4.7 DRUG DISCOVERY 142
11.4.8 VIRTUAL ASSISTANT 143
11.4.9 WEARABLES 143
11.4.10 MEDICAL RESEARCH 143
11.4.11 OTHER HEALTHCARE APPLICATIONS 143
11.5 IT/ITES 144
11.5.1 RISE IN COMPLEXITY AND FAST INNOVATIONS TO MANAGE IT OPERATIONS EFFECTIVELY 144
TABLE 97 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY REGION, 2017-2022 (USD MILLION) 144
TABLE 98 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY REGION, 2023-2028 (USD MILLION) 144
TABLE 99 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 145
TABLE 100 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 145
11.5.2 PREDICTIVE MAINTENANCE 145
11.5.3 VIRTUAL ASSISTANTS FOR CUSTOMER SUPPORT 145
11.5.4 OTHER IT/ITES APPLICATIONS 146
11.6 TELECOMMUNICATION 146
11.6.1 ENHANCED CONTACT CENTER EFFECTIVENESS, REDUCED OPERATIONAL COSTS, AND IMPROVED SERVICES OF AI 146
TABLE 101 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY REGION, 2017-2022 (USD MILLION) 147
TABLE 102 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY REGION, 2023-2028 (USD MILLION) 147
TABLE 103 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 147
TABLE 104 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 148
11.6.2 NETWORK OPTIMIZATION 148
11.6.3 NETWORK ANOMALIES 148
11.6.4 OTHER TELECOMMUNICATION APPLICATIONS 148
11.7 GOVERNMENT & DEFENSE 149
11.7.1 ENDEAVOR TO SOLVE COMPLEX PROBLEMS AND ENHANCE DECISION-MAKING PROCESS 149
TABLE 105 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY REGION, 2017-2022 (USD MILLION) 149
TABLE 106 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY REGION, 2023-2028 (USD MILLION) 149
TABLE 107 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 150
TABLE 108 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 150
11.7.2 CUSTOMER SERVICE CHATBOTS 150
11.7.3 AUTONOMOUS DRONES 151
11.7.4 SURVEILLANCE 151
11.7.5 PREDICTING CRIMES & RECOMMENDING OPTIMAL POLICE PRESENCE 151
11.7.6 IDENTIFYING FRAUDULENT BENEFITS CLAIMS 151
11.7.7 OTHER GOVERNMENT & DEFENSE APPLICATIONS 151
11.8 MANUFACTURING 151
11.8.1 NEED FOR ENHANCED PERFORMANCE AND REDUCED REDUNDANCIES IN MANUFACTURING 151
TABLE 109 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY REGION, 2017-2022 (USD MILLION) 152
TABLE 110 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY REGION, 2023-2028 (USD MILLION) 152
TABLE 111 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 152
TABLE 112 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 153
11.8.2 MATERIAL MOVEMENTS 153
11.8.3 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION 153
11.8.4 PRODUCTION PLANNING 154
11.8.5 FIELD SERVICES 154
11.8.6 RECLAMATION 154
11.8.7 QUALITY CONTROL 154
11.8.8 PRODUCTION LINE OPTIMIZATION 155
11.8.9 OTHER MANUFACTURING APPLICATIONS 155
11.9 ENERGY & UTILITIES 155
11.9.1 ADVANCED AI TECHNOLOGIES HELP BUILD ACCOUNTABLE, TRANSPARENT, FAIR, AND SECURE SYSTEMS 155
TABLE 113 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY REGION, 2017-2022 (USD MILLION) 155
TABLE 114 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY REGION, 2023-2028 (USD MILLION) 156
TABLE 115 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY APPLICATION, 2017-2022 (USD MILLION) 156
TABLE 116 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY APPLICATION, 2023-2028 (USD MILLION) 156
11.9.2 ENERGY EFFICIENCY DECISION-MAKING 157
11.9.3 FAULT PREDICTION 157
11.9.4 ARTIFICIAL INTELLIGENCE IN POWER GRIDS - SMART GRIDS & SECTOR COUPLING 157
11.9.5 ARTIFICIAL INTELLIGENCE IN ELECTRICITY TRADING 157
11.9.6 ARTIFICIAL INTELLIGENCE IN VIRTUAL POWER PLANT 158
11.9.7 ARTIFICIAL INTELLIGENCE IN SMART WATER METER 158
11.9.8 OTHER ENERGY & UTILITY APPLICATIONS 158
11.10 OTHER VERTICALS 158
TABLE 117 AI AS A SERVICE MARKET IN OTHER VERTICALS, BY REGION, 2017-2022 (USD MILLION) 158
TABLE 118 AI AS A SERVICE MARKET IN OTHER VERTICALS, BY REGION, 2023-2028 (USD MILLION) 159
12 AI AS A SERVICE MARKET, BY REGION 160
12.1 INTRODUCTION 161
12.1.1 AI AS A SERVICE MARKET: IMPACT OF RECESSION 161
FIGURE 33 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 161
FIGURE 34 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 162
TABLE 119 AI AS A SERVICE MARKET, BY REGION, 2017-2022 (USD MILLION) 162
TABLE 120 AI AS A SERVICE MARKET, BY REGION, 2023-2028 (USD MILLION) 162
12.2 NORTH AMERICA 163
12.2.1 NORTH AMERICA: AI AS A SERVICE MARKET DRIVERS 163
12.2.2 NORTH AMERICA: IMPACT OF RECESSION 164
FIGURE 35 NORTH AMERICA: MARKET SNAPSHOT 164
TABLE 121 NORTH AMERICA: AI AS A SERVICE MARKET, BY OFFERING, 2017-2022 (USD MILLION) 165
TABLE 122 NORTH AMERICA: AI AS A SERVICE MARKET, BY OFFERING, 2023-2028 (USD MILLION) 165
TABLE 123 NORTH AMERICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) 165
TABLE 124 NORTH AMERICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) 165
TABLE 125 NORTH AMERICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION) 166
TABLE 126 NORTH AMERICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023-2028 (USD MILLION) 166
TABLE 127 NORTH AMERICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017-2022 (USD MILLION) 166
TABLE 128 NORTH AMERICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION) 167
TABLE 129 NORTH AMERICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION) 167
TABLE 130 NORTH AMERICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION) 167
TABLE 131 NORTH AMERICA: AI AS A SERVICE MARKET, BY VERTICAL, 2017-2022 (USD MILLION) 168
TABLE 132 NORTH AMERICA: AI AS A SERVICE MARKET, BY VERTICAL, 2023-2028 (USD MILLION) 168
12.2.3 US 168
12.2.3.1 Increase in demand for AI-powered solutions across industries in US 168
TABLE 133 US: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 169
12.2.4 CANADA 170
12.2.4.1 Robust AI ecosystem in Canada 170
TABLE 134 CANADA: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 170
12.3 EUROPE 171
12.3.1 EUROPE: AI AS A SERVICE MARKET DRIVERS 171
12.3.2 EUROPE: IMPACT OF RECESSION 172
TABLE 135 EUROPE: AI AS A SERVICE MARKET, BY OFFERING, 2017-2022 (USD MILLION) 172
TABLE 136 EUROPE: AI AS A SERVICE MARKET, BY OFFERING, 2023-2028 (USD MILLION) 172
TABLE 137 EUROPE: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) 173
TABLE 138 EUROPE: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) 173
TABLE 139 EUROPE: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION) 173
TABLE 140 EUROPE: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023-2028 (USD MILLION) 174
TABLE 141 EUROPE: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017-2022 (USD MILLION) 174
TABLE 142 EUROPE: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION) 174
TABLE 143 EUROPE: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION) 174
TABLE 144 EUROPE: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION) 175
TABLE 145 EUROPE: AI AS A SERVICE MARKET, BY VERTICAL, 2017-2022 (USD MILLION) 175
TABLE 146 EUROPE: AI AS A SERVICE MARKET, BY VERTICAL, 2023-2028 (USD MILLION) 175
12.3.3 UK 176
12.3.3.1 Strong focus on research & development, innovative startups, and established tech companies in UK 176
TABLE 147 UK: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 176
12.3.4 GERMANY 177
12.3.4.1 Technological initiatives pertaining to AIaaS by various companies in Germany 177
TABLE 148 GERMANY: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 177
12.3.5 FRANCE 178
12.3.5.1 Growing startup ecosystem in France 178
TABLE 149 FRANCE: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 178
12.3.6 REST OF EUROPE 179
12.4 ASIA PACIFIC 179
12.4.1 ASIA PACIFIC: AI AS A SERVICE MARKET DRIVERS 180
12.4.2 ASIA PACIFIC: IMPACT OF RECESSION 180
FIGURE 36 ASIA PACIFIC: MARKET SNAPSHOT 181
TABLE 150 ASIA PACIFIC: AI AS A SERVICE MARKET, BY OFFERING, 2017-2022 (USD MILLION) 181
TABLE 151 ASIA PACIFIC: AI AS A SERVICE MARKET, BY OFFERING, 2023-2028 (USD MILLION) 182
TABLE 152 ASIA PACIFIC: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) 182
TABLE 153 ASIA PACIFIC: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) 182
TABLE 154 ASIA PACIFIC: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION) 182
TABLE 155 ASIA PACIFIC: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023-2028 (USD MILLION) 183
TABLE 156 ASIA PACIFIC: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017-2022 (USD MILLION) 183
TABLE 157 ASIA PACIFIC: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION) 183
TABLE 158 ASIA PACIFIC: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION) 183
TABLE 159 ASIA PACIFIC: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION) 184
TABLE 160 ASIA PACIFIC: AI AS A SERVICE MARKET, BY VERTICAL, 2017-2022 (USD MILLION) 184
TABLE 161 ASIA PACIFIC: AI AS A SERVICE MARKET, BY VERTICAL, 2023-2028 (USD MILLION) 184
TABLE 162 ASIA PACIFIC: AI AS A SERVICE MARKET, BY COUNTRY/REGION, 2017-2022 (USD MILLION) 185
TABLE 163 ASIA PACIFIC: AI AS A SERVICE MARKET, BY COUNTRY/REGION, 2023-2028 (USD MILLION) 185
12.4.3 CHINA 185
12.4.3.1 AI development in China focused on solving real-world problems and driving economic growth 185
TABLE 164 CHINA: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 186
12.4.4 JAPAN 186
12.4.4.1 AI as a Service takes root in Japan as government and industry collaborate for future growth 186
12.4.5 SOUTH KOREA 187
12.4.5.1 Advanced IT infrastructure, skilled workforce, and government support in South Korea 187
12.4.6 ASEAN 187
12.4.6.1 AI technology to accelerate advancements of sustainable development goals in ASEAN countries 187
12.4.7 INDIA 187
12.4.7.1 Increase in adoption of AI-powered solutions by Indian companies to drive digital transformation 187
12.4.8 AUSTRALIA & NEW ZEALAND 188
12.4.8.1 Artificial intelligence crucial for digital transformation of Australia & New Zealand 188
12.4.9 REST OF ASIA PACIFIC 188
12.5 MIDDLE EAST & AFRICA 189
12.5.1 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET DRIVERS 189
12.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION 189
TABLE 165 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY OFFERING, 2017-2022 (USD MILLION) 190
TABLE 166 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY OFFERING, 2023-2028 (USD MILLION) 190
TABLE 167 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) 190
TABLE 168 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) 191
TABLE 169 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION) 191
TABLE 170 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023-2028 (USD MILLION) 191
TABLE 171 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017-2022 (USD MILLION) 192
TABLE 172 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION) 192
TABLE 173 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION) 192
TABLE 174 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION) 192
TABLE 175 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY VERTICAL, 2017-2022 (USD MILLION) 193
TABLE 176 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY VERTICAL, 2023-2028 (USD MILLION) 193
TABLE 177 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY COUNTRY, 2017-2022 (USD MILLION) 194
TABLE 178 MIDDLE EAST & AFRICA: AI AS A SERVICE MARKET, BY COUNTRY, 2023-2028 (USD MILLION) 194
12.5.3 KINGDOM OF SAUDI ARABIA 194
12.5.3.1 Rise in digitization and various cloud-based strategies in KSA 194
12.5.4 UNITED ARAB EMIRATES 195
12.5.4.1 UAE government support and diverse range of AI-focused companies and startups 195
12.5.5 ISRAEL 195
12.5.5.1 Expansion of startups in field of AI in Israel 195
12.5.6 TURKEY 196
12.5.6.1 AI-enabled services, availability of cloud computing, and rise of IoT in Turkey 196
12.5.7 SOUTH AFRICA 196
12.5.7.1 Legal system being shaped by AI and ML in South Africa 196
12.5.8 REST OF THE MIDDLE EAST & AFRICA 197
12.6 LATIN AMERICA 197
12.6.1 LATIN AMERICA: AI AS A SERVICE MARKET DRIVERS 197
12.6.2 LATIN AMERICA: IMPACT OF RECESSION 198
TABLE 179 LATIN AMERICA: AI AS A SERVICE MARKET, BY OFFERING, 2017-2022 (USD MILLION) 198
TABLE 180 LATIN AMERICA: AI AS A SERVICE MARKET, BY OFFERING, 2023-2028 (USD MILLION) 199
TABLE 181 LATIN AMERICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) 199
TABLE 182 LATIN AMERICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) 199
TABLE 183 LATIN AMERICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION) 199
TABLE 184 LATIN AMERICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023-2028 (USD MILLION) 200
TABLE 185 LATIN AMERICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017-2022 (USD MILLION) 200
TABLE 186 LATIN AMERICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023-2028(USD MILLION) 200
TABLE 187 LATIN AMERICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION) 200
TABLE 188 LATIN AMERICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION) 201
TABLE 189 LATIN AMERICA: AI AS A SERVICE MARKET, BY VERTICAL, 2017-2022 (USD MILLION) 201
TABLE 190 LATIN AMERICA: AI AS A SERVICE MARKET, BY VERTICAL, 2023-2028(USD MILLION) 201
TABLE 191 LATIN AMERICA: AI AS A SERVICE MARKET, BY COUNTRY, 2017-2022 (USD MILLION) 202
TABLE 192 LATIN AMERICA: AI AS A SERVICE MARKET, BY COUNTRY, 2023-2028 (USD MILLION) 202
12.6.3 BRAZIL 202
12.6.3.1 Initiatives by Brazil to promote development of AI skills and capabilities 202
12.6.4 MEXICO 203
12.6.4.1 Government initiatives in Mexico aimed at AI solutions 203
12.6.5 REST OF LATIN AMERICA 203
13 COMPETITIVE LANDSCAPE 204
13.1 OVERVIEW 204
13.2 KEY PLAYER STRATEGIES 204
TABLE 193 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN AI AS A SERVICE MARKET 204
13.3 REVENUE ANALYSIS 205
FIGURE 37 REVENUE ANALYSIS FOR KEY COMPANIES, 2018-2022 205
13.4 MARKET SHARE ANALYSIS 206
FIGURE 38 AI AS A SERVICE MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023 206
TABLE 194 AI AS A SERVICE MARKET: DEGREE OF COMPETITION 206
13.5 KEY COMPANY EVALUATION QUADRANT 207
13.5.1 STARS 207
13.5.2 EMERGING LEADERS 207
13.5.3 PERVASIVE PLAYERS 207
13.5.4 PARTICIPANTS 207
FIGURE 39 KEY AI AS A SERVICE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2023 208
13.6 STARTUP/SME EVALUATION QUADRANT 209
13.6.1 PROGRESSIVE COMPANIES 209
13.6.2 RESPONSIVE COMPANIES 209
13.6.3 DYNAMIC COMPANIES 209
13.6.4 STARTING BLOCKS 209
FIGURE 40 STARTUP/SME AI AS A SERVICE PLAYERS, COMPANY EVALUATION MATRIX, 2022 210
13.7 COMPETITIVE BENCHMARKING 211
TABLE 195 AI AS A SERVICE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS, 2022 211
TABLE 196 AI AS A SERVICE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 212
TABLE 197 ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES 213
13.8 AI AS A SERVICE PRODUCT LANDSCAPE 214
13.8.1 COMPARATIVE ANALYSIS OF AI AS A SERVICE PRODUCTS 214
TABLE 198 COMPARATIVE ANALYSIS OF AI AS A SERVICE PRODUCTS 214
13.9 COMPETITIVE SCENARIO 214
13.9.1 PRODUCT LAUNCHES 214
TABLE 199 AI AS A SERVICE MARKET: PRODUCT LAUNCHES, SEPTEMBER 2020-MARCH 2023 214
13.9.2 DEALS 216
TABLE 200 AI AS A SERVICE MARKET: DEALS, FEBRUARY 2020-JANUARY 2023 216
?
14 COMPANY PROFILES 217
(Business overview, Products/Solutions/Services offered, Recent developments & MnM View)*
14.1 KEY PLAYERS 217
14.1.1 IBM 217
TABLE 201 IBM: BUSINESS OVERVIEW 217
FIGURE 41 IBM: FINANCIAL OVERVIEW 218
TABLE 202 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 218
TABLE 203 IBM: PRODUCT LAUNCHES 220
TABLE 204 IBM: DEALS 221
14.1.2 GOOGLE 223
TABLE 205 GOOGLE: BUSINESS OVERVIEW 223
FIGURE 42 GOOGLE: FINANCIAL OVERVIEW 224
TABLE 206 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 224
TABLE 207 GOOGLE: PRODUCT LAUNCHES 225
TABLE 208 GOOGLE: DEALS 227
14.1.3 AWS 229
TABLE 209 AWS: BUSINESS OVERVIEW 229
FIGURE 43 AWS: FINANCIAL OVERVIEW 229
TABLE 210 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 230
TABLE 211 AWS: PRODUCT LAUNCHES 231
TABLE 212 AWS: DEALS 233
14.1.4 MICROSOFT 235
TABLE 213 MICROSOFT: BUSINESS OVERVIEW 235
FIGURE 44 MICROSOFT: FINANCIAL OVERVIEW 236
TABLE 214 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 236
TABLE 215 MICROSOFT: PRODUCT LAUNCHES 238
TABLE 216 MICROSOFT: DEALS 238
14.1.5 SALESFORCE 240
TABLE 217 SALESFORCE: BUSINESS OVERVIEW 240
FIGURE 45 SALESFORCE: FINANCIAL OVERVIEW 241
TABLE 218 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 241
TABLE 219 SALESFORCE: PRODUCT LAUNCHES 242
TABLE 220 SALESFORCE: DEALS 244
14.1.6 FICO 246
TABLE 221 FICO: BUSINESS OVERVIEW 246
FIGURE 46 FICO: FINANCIAL OVERVIEW 247
TABLE 222 FICO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 248
TABLE 223 FICO: PRODUCT LAUNCHES 249
TABLE 224 FICO: DEALS 249
14.1.7 SAS INSTITUTE 251
TABLE 225 SAS INSTITUTE: BUSINESS OVERVIEW 251
FIGURE 47 SAS INSTITUTE: FINANCIAL OVERVIEW 252
TABLE 226 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252
TABLE 227 SAS INSTITUTE: PRODUCT LAUNCHES 253
TABLE 228 SAS INSTITUTE: DEALS 254
14.1.8 BAIDU 255
TABLE 229 BAIDU: BUSINESS OVERVIEW 255
FIGURE 48 BAIDU: FINANCIAL OVERVIEW 255
TABLE 230 BAIDU: PRODUCTS/SOLUTIONS/SERVICES OFFERED 256
TABLE 231 BAIDU: PRODUCT LAUNCHES 257
TABLE 232 BAIDU: DEALS 258
14.1.9 SAP 259
TABLE 233 SAP: BUSINESS OVERVIEW 259
FIGURE 49 SAP: FINANCIAL OVERVIEW 260
TABLE 234 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 260
TABLE 235 SAP: PRODUCT LAUNCHES 261
TABLE 236 SAP: DEALS 262
14.1.10 AMD XILINX 264
TABLE 237 AMD XILINX: BUSINESS OVERVIEW 264
FIGURE 50 AMD XILINX: FINANCIAL OVERVIEW 265
TABLE 238 AMD XILINX: PRODUCTS/SOLUTIONS/SERVICES OFFERED 265
TABLE 239 AMD XILINX: PRODUCT LAUNCHES 266
TABLE 240 AMD XILINX: DEALS 268
14.1.11 IRIS.AI 269
TABLE 241 IRIS.AI: BUSINESS OVERVIEW 269
TABLE 242 IRIS.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 269
TABLE 243 IRIS.AI: PRODUCT LAUNCHES 270
TABLE 244 IRIS.AI: DEALS 271
14.1.12 BIGML 272
TABLE 245 BIGML: BUSINESS OVERVIEW 272
TABLE 246 BIGML: PRODUCTS/SOLUTIONS/SERVICES OFFERED 272
TABLE 247 BIGML: PRODUCT LAUNCHES 273
TABLE 248 BIGML: DEALS 274
14.1.13 H20.AI 275
TABLE 249 H2O.AI: BUSINESS OVERVIEW 275
TABLE 250 H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 275
TABLE 251 H2O.AI: PRODUCT LAUNCHES 276
TABLE 252 H2O.AI: DEALS 277
14.1.14 ABSOLUTDATA 278
TABLE 253 ABSOLUTDATA: BUSINESS OVERVIEW 278
TABLE 254 ABSOLUTDATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 278
TABLE 255 ABSOLUTDATA: PRODUCT LAUNCHES 279
TABLE 256 ABSOLUTDATA: DEALS 280
14.1.15 VITAL.AI 281
TABLE 257 VITAL.AI: BUSINESS OVERVIEW 281
TABLE 258 VITAL.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 282
14.1.16 ORACLE 283
TABLE 259 ORACLE: BUSINESS OVERVIEW 283
FIGURE 51 ORACLE: FINANCIAL OVERVIEW 284
TABLE 260 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 285
TABLE 261 ORACLE: PRODUCT LAUNCHES 286
TABLE 262 ORACLE: DEALS 287
14.1.17 ALIBABA CLOUD 289
TABLE 263 ALIBABA CLOUD: BUSINESS OVERVIEW 289
TABLE 264 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289
TABLE 265 ALIBABA CLOUD: PRODUCT LAUNCHES 290
TABLE 266 ALIBABA CLOUD: DEALS 292
14.1.18 TENCENT 293
TABLE 267 TENCENT: BUSINESS OVERVIEW 293
FIGURE 52 TENCENT: FINANCIAL OVERVIEW 294
TABLE 268 TENCENT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294
TABLE 269 TENCENT: PRODUCT LAUNCHES 295
TABLE 270 TENCENT: DEALS 295
*Details on Business overview, Products/Solutions/Services offered, Recent developments & MnM View might not be captured in case of unlisted companies.
14.2 OTHER KEY PLAYERS 297
14.2.1 FUZZY.AI 297
14.2.2 RAINBIRD TECHNOLOGIES 298
14.2.3 CRAFT.AI 298
14.2.4 SIFTSCIENCE 299
14.2.5 DATABRICKS 300
14.2.6 TECNOTREE 301
14.2.7 CENTURY SOFT 301
14.2.8 YOTTAMINE ANALYTICS 302
14.2.9 DATAROBOT 303
14.2.10 MEYA.AI 304
14.2.11 DATAIKU 305
14.2.12 CLOUDERA 306
15 ADJACENT AND RELATED MARKETS 307
15.1 INTRODUCTION 307
15.2 ARTIFICIAL INTELLIGENCE MARKET - GLOBAL FORECAST TO 2027 307
15.2.1 MARKET DEFINITION 307
15.2.2 MARKET OVERVIEW 307
15.2.3 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING 308
TABLE 271 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION) 308
TABLE 272 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION) 308
15.2.4 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY 308
TABLE 273 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION) 309
TABLE 274 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION) 309
15.2.5 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE 309
TABLE 275 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION) 309
TABLE 276 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION) 310
15.2.6 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE 310
TABLE 277 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION, 2016-2021 (USD BILLION) 310
TABLE 278 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION, 2022-2027 (USD BILLION) 310
15.2.7 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION 311
TABLE 279 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION) 311
TABLE 280 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION) 311
15.2.8 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL 311
TABLE 281 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION) 312
TABLE 282 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION) 312
15.2.9 ARTIFICIAL INTELLIGENCE MARKET, BY REGION 313
TABLE 283 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION) 313
TABLE 284 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION) 313
15.3 PLATFORM AS A SERVICE MARKET - GLOBAL FORECAST TO 2026 314
15.3.1 MARKET DEFINITION 314
15.3.2 MARKET OVERVIEW 314
15.3.3 PLATFORM AS A SERVICE MARKET, BY TYPE 314
TABLE 285 PLATFORM AS A SERVICE MARKET, BY TYPE, 2016-2019 (USD MILLION) 314
TABLE 286 PLATFORM AS A SERVICE MARKET, BY TYPE, 2020-2026 (USD MILLION) 315
15.3.4 PLATFORM AS A SERVICE MARKET, BY DEPLOYMENT MODE 315
TABLE 287 PLATFORM AS A SERVICE MARKET SIZE, BY DEPLOYMENT, 2016-2019 (USD MILLION) 315
TABLE 288 PLATFORM AS A SERVICE MARKET SIZE, BY DEPLOYMENT, 2020-2026 (USD MILLION) 315
15.3.5 PLATFORM AS A SERVICE MARKET, BY ORGANIZATION SIZE 316
TABLE 289 PLATFORM AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION) 316
TABLE 290 PLATFORM AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2026 (USD MILLION) 316
15.3.6 PLATFORM AS A SERVICE MARKET, BY VERTICAL 316
TABLE 291 PLATFORM AS A SERVICE MARKET, BY VERTICAL, 2016-2019 (USD MILLION) 317
TABLE 292 PLATFORM AS A SERVICE MARKET, BY VERTICAL, 2020-2026 (USD MILLION) 317
15.3.7 PLATFORM AS A SERVICE MARKET, BY REGION 318
TABLE 293 PLATFORM AS A SERVICE MARKET, BY REGION, 2016-2019 (USD MILLION) 318
TABLE 294 PLATFORM AS A SERVICE MARKET, BY REGION, 2020-2026 (USD MILLION) 318
16 APPENDIX 319
16.1 DISCUSSION GUIDE 319
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS SUBSCRIPTION PORTAL 323
16.3 CUSTOMIZATION OPTIONS 325
16.4 RELATED REPORTS 325
16.5 AUTHOR DETAILS 326
- Not Sure / Need Reassuring
- Confirm Content
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Content is provided by our partners and every effort is made to make Market Report details as clear as possible. If you are not sure the exact content you require is included in this study you can Contact us to double check. To do this you can:
Use the ‘? ASK A QUESTION’ below the license / prices and to the right of this box. This will come directly to our team who will work on dealing with your request as soon as possible.
Write to directly on support@scotts-international.com with details. Please include as much information as possible including the name of report or link so our staff will be able to work on you request.
Telephone us directly on 0048 603 394 346 and an experienced member of team will be on hand to answer.
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- Sample Pages
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With the vast majority of our partners we can obtain Sample Pages to support your decision. This is something we can arrange without revealing your personal details.
It is important to note that we will not be able to provide you the exact data or statistics such as Market Size and Forecasts. Sample pages usually confirm the layout or the Categories included in Charts and Graphs, excluding specific data.
To ask for Sample Pages by contact us through ‘? ASK A QUESTION’, support@scotts-international.com, or by telephoning 0048 603 394 346.
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- Check for Alternatives
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Whilst we try to make our online platform as easy to use as possible there is always the possibility that a better alternative has not been found in your search.
To avoid this possibility Contact us through ‘? ASK A QUESTION’, support@scotts-international.com, or by telephoning 0048 603 394 346 and a Senior Team Member can review your requirements and send a list of possibilities with opinions and recommendations.
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- Prices / Formats / Delivery
- Prices
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All prices are set by our partners and should be exactly the same as those listed on their own websites. We work on a Revenue share basis ensuring that you never pay more than what is offered elsewhere.
Should you find the price cheaper on another platform we recommend you to Contact us as we should be able to match this price. You can Contact us though through ‘? ASK A QUESTION’, support@scotts-international.com, or by telephoning 0048 603 394 346.
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- Discounts
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As we work in close partnership with our Partners from time to time we can secure discounts and assist with negotiations, this is part of our personalised service to you.
Discounts can sometimes be arranged for speedily placed orders; multiple report purchases or Higher License purchases.
To check if a Discount is possible please Contact our experienced team through ‘? ASK A QUESTION’, support@scotts-international.com, or by telephoning 0048 603 394 346.
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- Available Currencies
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Most Market Reports on our platform are listed in USD or EURO based on the wishes of our Partners. To avoid currency fluctuations and potential price differentiations we do not offer the possibility to change the currency online.
Should you wish to pay in a different currency to that advertised online we do accept payments in USD, EURO, GBP and PLN. The price will be calculated based on the relevant exchange rate taken from our National Bank.
To pay in a different above currency to that advertised online please Contact our team and a quotation will be sent within a couple of hours with payment details.
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- Licenses
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License options vary from Partner to Partner as is usually based on the number of Users that will benefitting from the report. It is very important that License ordered is not breached as this could have potential negative consequences for you individually or your employer.
If you have questions or need confirmation about the specific license we recommend you to Contact us and a detailed explanation will be provided.
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- Global Site License
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The Global Site License is the most comprehensive license available. By selecting this license, the Market Report can be shared with other ‘Allowed Users’ and any other member of staff from the same organisation regardless of geographic location.
It is important to note that this may exclude Parent Companies or Subsidiaries.
If you have questions or need confirmation about the specific license we recommend you to Contact us and a detailed explanation will be provided.
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- Formats
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The most common format is PDF, however in certain circumstances data may be present in Excel format or Online, especially in the case of Database or Directories. In addition, for certain higher license options a CD may also be provided.
If you have questions or need clarification about the specific formats we recommend you to Contact us and a detailed explanation will be provided.
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- Delivery
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Delivery is fulfilled by our partners directly. Once an order has been placed we inform the partner by sharing the delivery email details given in the order process.
Delivery is usually made within 24 hours of an order being placed, however it may take longer should your order be placed prior to the weekend or if otherwise specified on the Market Report details page. Additionally, if details have been not fully completed in the Order process a delay in delivery is possible.
If a delay in delivery is expected you will be informed about it immediately.
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- Shipping Charges
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As most Market Reports are delivered in PDF format we almost never have to add additional Shipping Charges. If, however you are ordering a Higher License service or a specific delivery format (e.g. CD version) charges may apply.
If you are concerned about additional Shipping Charges we recommend you to Contact us to double check.
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- Prices
- Ordering
- By Credit Card
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We work in Partnership with PayU to ensure payments are made securely in a fast and effortless way. PayU is the e-payments division of Naspers.
Naspers operates in over 133 International Markets and ranks 3rd Globally in terms of the number of e-commerce customers served.
For more information on PayU please visit: https://www.payu.pl/en/about-us
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- By Money Transfer
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If you require an invoice prior to payment, this is possible. To ensure a speedy delivery of the Market Report we require all relevant company details and you agree to maximum payment terms of 30 days from receipt of order.
With our regular clients deliver of the Market Report can be made prior to receiving payment, however in some circumstances we may ask for payment to be received before arranging for the Market Report to be delivered.
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- By Credit Card
- Security
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We have specifically partnered with leading International companies to protect your privacy by using different technologies and processes to ensure security.
Everything submitted to Scotts International is encrypted via SSL (Secure Socket Layer) and all personal information provided to Scotts International is stored on computer systems with limited access in controlled environments.
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- Credit Card Security
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We partner with PayU (https://www.payu.pl/en/about-us) to ensure all credit card payments are made securely in a fast and effortless way.
PayU offers 250+ various payment channels and eWallet services across 4 continents allowing buyers to pay electronically, whether on a computer or a mobile device.
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- Website security