Table of Content

1 INTRODUCTION 39
1.1 STUDY OBJECTIVES 39
1.2 MARKET DEFINITION 39
1.3 INCLUSIONS & EXCLUSIONS 40
1.4 MARKET SCOPE 41
1.4.1 MARKET SEGMENTATION 41
1.4.2 REGIONS COVERED 42
1.5 YEARS CONSIDERED 42
1.6 CURRENCY CONSIDERED 43
TABLE 1 USD EXCHANGE RATES, 2020–2022 43
1.7 STAKEHOLDERS 43

2 RESEARCH METHODOLOGY 44
2.1 RESEARCH DATA 44
FIGURE 1 AI IN PROJECT MANAGEMENT MARKET: RESEARCH DESIGN 44
2.1.1 SECONDARY DATA 45
2.1.2 PRIMARY DATA 45
2.1.2.1 Primary interviews 46
2.1.2.2 Breakup of primary profiles 46
2.1.2.3 Key industry insights 47
2.2 DATA TRIANGULATION 48
2.3 MARKET SIZE ESTIMATION 49
FIGURE 2 AI IN PROJECT MANAGEMENT MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 49
2.3.1 TOP-DOWN APPROACH 49
2.3.2 BOTTOM-UP APPROACH 50
FIGURE 3 APPROACH 1 (SUPPLY SIDE): REVENUE FROM SOLUTIONS/SERVICES OF
AI IN PROJECT MANAGEMENT 50
FIGURE 4 APPROACH 2: BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM SOLUTIONS/SERVICES OF AI IN PROJECT MANAGEMENT 51
FIGURE 5 APPROACH 3: BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM SOLUTIONS/SERVICES OF AI IN PROJECT MANAGEMENT 51
FIGURE 6 APPROACH 4: BOTTOM-UP (DEMAND SIDE): SHARE OF AI IN PROJECT MANAGEMENT SOLUTIONS AND SERVICES THROUGH OVERALL SPENDING 52
2.4 MARKET FORECAST 53
TABLE 2 FACTOR ANALYSIS 53
2.5 STUDY ASSUMPTIONS 54
2.6 STUDY LIMITATIONS 54
2.7 RECESSION IMPACT 55

3 EXECUTIVE SUMMARY 56
TABLE 3 AI IN PROJECT MANAGEMENT MARKET SIZE AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y) 57
TABLE 4 AI IN PROJECT MANAGEMENT MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y) 57
FIGURE 7 SOLUTIONS TO ACCOUNT FOR LARGER MARKET SIZE IN 2023 57
FIGURE 8 CONSULTING SERVICES TO ACCOUNT LARGER MARKET SHARE IN 2023 58
FIGURE 9 PREDICTIVE ANALYTICS TO BE LARGEST MARKET IN 2023 58
FIGURE 10 CLOUD DEPLOYMENT TO BE MORE PREFERRED IN 2023 58
FIGURE 11 LARGE ENTERPRISES TO ACCOUNT FOR MORE ADOPTION IN 2023 59
FIGURE 12 DATA ANALYTICS, REPORTING, AND VISUALIZATION APPLICATION TO BE LARGEST MARKET IN 2023 59
FIGURE 13 IT & ITES VERTICAL TO ACCOUNT FOR LARGEST IMPLEMENTATION IN 2023 60
FIGURE 14 NORTH AMERICA TO BE LARGEST REGIONAL MARKET IN 2023 60

4 PREMIUM INSIGHTS 61
4.1 ATTRACTIVE MARKET OPPORTUNITIES FOR AI IN PROJECT MANAGEMENT MARKET PLAYERS 61
FIGURE 15 HIGH DEMAND FOR PLATFORM TRANSFERRING DATA FROM ON-PREMISES TO CLOUD 61
4.2 AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL 61
FIGURE 16 IT/ITES VERTICAL TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 61
4.3 AI IN PROJECT MANAGEMENT MARKET, BY REGION 62
FIGURE 17 NORTH AMERICA TO BE LARGEST MARKET BY 2028 62
4.4 AI IN PROJECT MANAGEMENT MARKET: TOP COMPONENTS AND VERTICALS 62
FIGURE 18 SOLUTIONS AND IT/ITES SEGMENTS TO ACCOUNT FOR LARGEST RESPECTIVE MARKET SHARES BY 2028 62

5 MARKET OVERVIEW 63
5.1 INTRODUCTION 63
5.2 MARKET DYNAMICS 63
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AI IN PROJECT MANAGEMENT MARKET 63
5.2.1 DRIVERS 64
5.2.1.1 Higher need to enhance success rate of projects 64
5.2.1.2 Increase in focus on agile project management methodologies 64
5.2.1.3 Need to improve operational performance to gain competitive benefits 64
5.2.2 RESTRAINTS 65
5.2.2.1 Increase in concerns over data privacy and security 65
5.2.3 OPPORTUNITIES 65
5.2.3.1 Cost optimization 65
5.2.4 CHALLENGES 65
5.2.4.1 Selecting right solutions that align with organizations’ business needs 65
5.2.4.2 Blending AI-based PM solutions with legacy systems 66
5.3 INDUSTRY TRENDS 66
5.3.1 EVOLUTION OF AI IN PROJECT MANAGEMENT 66
FIGURE 20 THE EVOLUTION OF AI IN PROJECT MANAGEMENT 66
5.3.1.1 Traditional Project Management 67
5.3.1.2 New Project Management Approach 67
5.3.1.3 Traditional Project Management Vs AI in Project Management 68
5.3.2 KEY STAGES IN AI IN PROJECT MANAGEMENT 68
5.3.3 VALUE CHAIN ANALYSIS 69
FIGURE 21 AI IN PROJECT MANAGEMENT MARKET: VALUE CHAIN ANALYSIS 69
5.3.3.1 Data Collection 69
5.3.3.2 Data Analysis 69
5.3.3.3 Decision Making 69
5.3.3.4 Implementation 69
5.3.3.5 Evaluation 69
5.3.3.6 End Users/Applications 70
5.3.4 ECOSYSTEM 70
TABLE 5 AI IN PROJECT MANAGEMENT MARKET: ECOSYSTEM 70
5.3.5 CASE STUDY ANALYSIS 71
TABLE 6 ATLASSIAN (TRELLO) HELPED ITS CLIENT IMPROVE PROJECT PRODUCTIVITY, EFFICIENCY, AND COLLABORATION 71
TABLE 7 IMPROVED PROJECT MANAGEMENT EFFICIENCY WITH AI IN PROJECT MANAGEMENT: PROGGIO SOLUTION 72
TABLE 8 STREAMLINING LOGISTICS MANAGEMENT WITH AI IN PROJECT MANAGEMENT SOLUTIONS: TIS 72
TABLE 9 ENHANCING IT SERVICE MANAGEMENT EFFICIENCY WITH AI IN PROJECT MANAGEMENT: SERVICENOW 73
TABLE 10 TRANSFORMING PROJECT MANAGEMENT EFFICIENCY WITH AI IN PROJECT MANAGEMENT: HITACHI 73
TABLE 11 REVOLUTIONIZING INVENTORY MANAGEMENT AND SUPPLY CHAIN WITH AI IN PROJECT MANAGEMENT: AITHEON 74
5.3.6 PATENT ANALYSIS 74
5.3.6.1 Methodology 74
5.3.6.2 Document Types 74
TABLE 12 PATENTS FILED, 2019–2022 74
5.3.6.3 Innovation and Patent Applications 75
FIGURE 22 NUMBER OF PATENTS GRANTED ANNUALLY, 2019–2022 75
5.3.6.3.1 Top applicants 75
FIGURE 23 TOP 10 PATENT APPLICANTS WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 75
TABLE 13 LIST OF PATENTS IN AI IN PROJECT MANAGEMENT MARKET, 2021–2023 76
5.3.7 PRICING ANALYSIS 76
TABLE 14 PRICING ANALYSIS 77
5.3.8 PORTER’S FIVE FORCES MODEL 77
TABLE 15 AI IN PROJECT MANAGEMENT MARKET: PORTER’S FIVE FORCES MODEL 78
5.3.8.1 Threat of new entrants 78
5.3.8.2 Threat of substitutes 78
5.3.8.3 Bargaining power of buyers 78
5.3.8.4 Bargaining power of suppliers 79
5.3.8.5 Competitive rivalry 79
5.3.9 KEY STAKEHOLDERS AND BUYING CRITERIA 79
5.3.9.1 Key stakeholders in buying process 79
FIGURE 24 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 79
TABLE 16 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 79
5.3.9.2 Buying criteria 80
FIGURE 25 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 80
TABLE 17 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 80
5.4 TECHNOLOGY ANALYSIS 80
5.4.1 RELATED TECHNOLOGY 81
5.4.1.1 Artificial Intelligence 81
5.4.1.2 Machine Learning 81
5.4.1.3 Data Mining 81
5.4.1.4 Natural Language Processing 82
5.4.1.5 Correlation analysis 82
5.4.2 ALLIED TECHNOLOGIES 82
5.4.2.1 IoT 82
5.4.2.2 Big data 83
5.4.2.3 Digital twin 83
5.5 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN AI IN PROJECT MANAGEMENT MARKET 84
FIGURE 26 AI IN PROJECT MANAGEMENT MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS 84
5.6 KEY CONFERENCES & EVENTS 84
TABLE 18 AI IN PROJECT MANAGEMENT MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2022–2023 84
5.7 REGULATORY LANDSCAPE 85
5.7.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 19 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 20 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 21 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 22 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
5.7.1.1 North America 86
5.7.1.1.1 US 86
5.7.1.1.2 Canada 86
5.7.1.2 Europe 87
5.7.1.3 Asia Pacific 87
5.7.1.3.1 South Korea 87
5.7.1.3.2 China 87
5.7.1.3.3 India 87
5.7.1.4 Middle East & Africa 87
5.7.1.4.1 UAE 87
5.7.1.4.2 KSA 88
5.7.1.4.3 Bahrain 88
5.7.1.5 Latin America 88
5.7.1.5.1 Brazil 88
5.7.1.5.2 Mexico 88

6 AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT 89
6.1 INTRODUCTION 90
6.1.1 COMPONENT: AI IN PROJECT MANAGEMENT MARKET DRIVERS 90
FIGURE 27 SERVICES TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 90
TABLE 23 AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2017–2022 (USD MILLION) 91
TABLE 24 AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 91
6.2 SOLUTION 91
FIGURE 28 PREDICTIVE ANALYTICS SOLUTION TO ACCOUNT FOR LARGEST MARKET SIZE DURING THE FORECAST PERIOD 92
TABLE 25 AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 92
TABLE 26 AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 92
TABLE 27 AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 93
TABLE 28 AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 93
6.2.1 ROBOTIC PROCESS AUTOMATION 93
6.2.1.1 Rise in need for automation in project management 93
TABLE 29 ROBOTIC PROCESS AUTOMATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 94
TABLE 30 ROBOTIC PROCESS AUTOMATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 94
6.2.2 CHATBOTS & INTELLIGENT VIRTUAL ASSISTANTS 94
6.2.2.1 Demand for employing virtual project assistants to expedite processes 94
TABLE 31 CHATBOTS & INTELLIGENT VIRTUAL ASSISTANTS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 95
TABLE 32 CHATBOTS & INTELLIGENT VIRTUAL ASSISTANTS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 95
6.2.3 PREDICTIVE ANALYTICS 95
6.2.3.1 Increase in use of predictive analytics in project management to boost profitability and competitiveness 95
TABLE 33 PREDICTIVE ANALYTICS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 96
TABLE 34 PREDICTIVE ANALYTICS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 96
6.2.4 SPEECH RECOGNITION 96
6.2.4.1 Employing speech recognition to reduce time and effort 96
TABLE 35 SPEECH RECOGNITION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 97
TABLE 36 SPEECH RECOGNITION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 97
6.3 SERVICES 97
FIGURE 29 CONSULTING SERVICES TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 98
TABLE 37 SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY TYPE, 2017–2022 (USD MILLION) 98
TABLE 38 SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY TYPE, 2023–2028 (USD MILLION) 98
TABLE 39 SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 99
TABLE 40 SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 99
6.3.1 CONSULTING SERVICES 99
6.3.1.1 Rise in demand for lowering risks, reducing complexities, and increasing RoI 99
TABLE 41 CONSULTING SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 100
TABLE 42 CONSULTING SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 100
6.3.2 DEPLOYMENT & INTEGRATION SERVICES 100
6.3.2.1 Growing need for efficient and effective implementation of AI solutions in project management 100
TABLE 43 DEPLOYMENT & INTEGRATION SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 101
TABLE 44 DEPLOYMENT & INTEGRATION SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 101
6.3.3 SUPPORT & MAINTENANCE SERVICES 101
6.3.3.1 Increase in demand for data management 101
TABLE 45 SUPPORT & MAINTENANCE SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 102
TABLE 46 SUPPORT & MAINTENANCE SERVICES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 102

7 AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE 103
7.1 INTRODUCTION 104
7.1.1 DEPLOYMENT MODE: AI IN PROJECT MANAGEMENT MARKET DRIVERS 104
FIGURE 30 CLOUD DEPLOYMENT MODE TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 104
TABLE 47 AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 105
TABLE 48 AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 105
7.2 ON-PREMISES 105
7.2.1 ABILITY TO MAINTAIN CONTROL AND REDUCE COMPLEXITIES 105
TABLE 49 ON-PREMISE DEPLOYMENT MODE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 105
TABLE 50 ON-PREMISE DEPLOYMENT MODE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 106
7.3 CLOUD 106
7.3.1 GREATER NEED FOR REAL-TIME INSIGHTS 106
TABLE 51 CLOUD DEPLOYMENT MODE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 106
TABLE 52 CLOUD DEPLOYMENT MODE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 107

8 AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE 108
8.1 INTRODUCTION 109
8.1.1 ORGANIZATION SIZE: AI IN PROJECT MANAGEMENT MARKET DRIVERS 109
FIGURE 31 SMALL & MEDIUM-SIZED ENTERPRISES TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 109
TABLE 53 AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 110
TABLE 54 AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 110
8.2 SMALL & MEDIUM-SIZED ENTERPRISES 110
8.2.1 RISE IN INNOVATIVE BUSINESS APPROACHES AMONG SMALLER PLAYERS 110
TABLE 55 SMALL & MEDIUM-SIZED ENTERPRISES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 111
TABLE 56 SMALL & MEDIUM-SIZED ENTERPRISES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028(USD MILLION) 111
8.3 LARGE ENTERPRISES 111
8.3.1 INVESTMENTS BY LARGE ENTERPRISES TO IMPLEMENT SUITABLE AI IN PROJECT MANAGEMENT SOLUTIONS AND SERVICES 111
TABLE 57 LARGE ENTERPRISES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 112
TABLE 58 LARGE ENTERPRISES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 112

9 AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION 113
9.1 INTRODUCTION 114
9.1.1 APPLICATION: AI IN PROJECT MANAGEMENT MARKET DRIVERS 114
FIGURE 32 RISK MANAGEMENT APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 115
TABLE 59 AI IN PROJECT MANAGEMENT, BY APPLICATION, 2017–2022 (USD MILLION) 115
TABLE 60 AI IN PROJECT MANAGEMENT, BY APPLICATION, 2023–2028 (USD MILLION) 116
9.2 DATA ANALYTICS, REPORTING, AND VISUALIZATION 116
9.2.1 ABILITY TO PROVIDE ACTIONABLE INSIGHTS BY ANALYZING COMPLEX DATA SETS AND IDENTIFYING TRENDS 116
TABLE 61 DATA ANALYTICS, REPORTING, AND VISUALIZATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 117
TABLE 62 DATA ANALYTICS, REPORTING, AND VISUALIZATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 117
9.3 PROJECT TASK MANAGEMENT, AUTOMATION, AND PRIORITIZATION 117
9.3.1 RAPID ADOPTION OF AI TECHNOLOGIES TO AUTOMATE, PRIORITIZE AND OPTIMIZE PROJECT MANAGEMENT ACTIVITIES 117
TABLE 63 PROJECT TASK MANAGEMENT, AUTOMATION, AND PRIORITIZATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 118
TABLE 64 PROJECT TASK MANAGEMENT, AUTOMATION, AND PRIORITIZATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 118
9.4 PROJECT SCHEDULING & BUDGETING 118
9.4.1 AI TECHNOLOGIES REVOLUTIONIZE HUMAN RESOURCE FUNCTIONS AND PRACTICES 118
TABLE 65 PROJECT SCHEDULING & BUDGETING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 119
TABLE 66 PROJECT SCHEDULING & BUDGETING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 119
9.5 PROJECT SUPPORT & ADMINISTRATION 119
9.5.1 AI ALGORITHMS TRAINED TO DETECT CHANGES IN PROJECT DATA 119
TABLE 67 PROJECT SUPPORT & ADMINISTRATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 120
TABLE 68 PROJECT SUPPORT & ADMINISTRATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 120
9.6 RISK MANAGEMENT 120
9.6.1 AI-POWERED RISK MANAGEMENT STRATEGIES ELIMINATE POTENTIAL RISK IN PROJECT MANAGEMENT 120
TABLE 69 RISK MANAGEMENT: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 121
TABLE 70 RISK MANAGEMENT: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 121
9.7 PROJECT DATA MANAGEMENT 121
9.7.1 AI-INTEGRATED SOLUTIONS MANAGE DATA DURING HIGHLY COMPLEX PROJECTS 121
TABLE 71 PROJECT DATA MANAGEMENT: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 122
TABLE 72 PROJECT DATA MANAGEMENT: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 122
9.8 RESOURCE ALLOCATION & FORECASTING 122
9.8.1 PROGRAMMATIC TRENDS AND OPPORTUNITIES OFFERED TO MARKETERS 122
TABLE 73 RESOURCE ALLOCATION & FORECASTING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 123
TABLE 74 RESOURCE ALLOCATION & FORECASTING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 123
9.9 PROJECT MONITORING 123
9.9.1 BUSINESSES COMPREHENSIVE UNDERSTANDING OF PROJECT PERFORMANCE 123
TABLE 75 PROJECT MONITORING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 124
TABLE 76 PROJECT MONITORING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 124
9.10 OTHER APPLICATIONS 124
TABLE 77 OTHER APPLICATIONS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 125
TABLE 78 OTHER APPLICATIONS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 125

10 AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL 126
10.1 INTRODUCTION 127
10.1.1 VERTICAL: MARKET DRIVERS 127
FIGURE 33 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 127
TABLE 79 AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 128
TABLE 80 AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 128
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 129
10.2.1 NEED FOR ENHANCED CUSTOMER SERVICE 129
TABLE 81 BFSI: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 129
TABLE 82 BFSI: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 129
10.3 RETAIL & ECOMMERCE 130
10.3.1 OPTIMIZING MULTIPLE PROJECT MANAGEMENT 130
TABLE 83 RETAIL & ECOMMERCE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 130
TABLE 84 RETAIL & ECOMMERCE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 130
10.4 MANUFACTURING 131
10.4.1 LEVERAGING AI IN PROJECT MANAGEMENT TO MAINTAIN COMPETITIVENESS IN MANUFACTURING INDUSTRY 131
TABLE 85 MANUFACTURING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 131
TABLE 86 MANUFACTURING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 132
10.5 GOVERNMENT & DEFENSE 132
10.5.1 DEMAND FOR EMPOWERING EFFICIENCY AND SECURITY IN GOVERNMENT & DEFENSE PROJECTS 132
TABLE 87 GOVERNMENT & DEFENSE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 132
TABLE 88 GOVERNMENT & DEFENSE: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 133
10.6 HEALTHCARE & LIFE SCIENCES 133
10.6.1 CATALYZING RESEARCH PROCESSES WITH LARGE DATASETS 133
TABLE 89 HEALTHCARE & LIFE SCIENCES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 133
TABLE 90 HEALTHCARE & LIFE SCIENCES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 134
10.7 IT & ITES 134
10.7.1 RISING COMPLEXITY AND FAST INNOVATIONS IN IT 134
TABLE 91 IT & ITES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 134
TABLE 92 IT & ITES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 135
10.8 ENERGY & UTILITIES 135
10.8.1 ADVANCED AI TECHNOLOGIES HELP BUILD ACCOUNTABLE, TRANSPARENT, FAIR, AND SECURE SYSTEMS 135
TABLE 93 ENERGY & UTILITIES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 135
TABLE 94 ENERGY & UTILITIES: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 136
10.9 TELECOMMUNICATION 136
10.9.1 CONTACT CENTER EFFECTIVENESS, REDUCED OPERATIONAL COST, AND IMPROVED SERVICE LEVEL 136
TABLE 95 TELECOMMUNICATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 136
TABLE 96 TELECOMMUNICATION: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 137
10.10 CONSTRUCTION & ENGINEERING 137
10.10.1 ENHANCED PERFORMANCE AND REDUCED REDUNDANCIES IN MANUFACTURING 137
TABLE 97 CONSTRUCTION & ENGINEERING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 137
TABLE 98 CONSTRUCTION & ENGINEERING: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 138
10.11 OTHER VERTICALS 138
TABLE 99 OTHER VERTICALS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 138
TABLE 100 OTHER VERTICALS: AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 139

11 AI IN PROJECT MANAGEMENT MARKET, BY REGION 140
11.1 INTRODUCTION 141
FIGURE 34 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 141
FIGURE 35 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 142
TABLE 101 AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION) 142
TABLE 102 AI IN PROJECT MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 142
11.2 NORTH AMERICA 143
11.2.1 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET DRIVERS 143
11.2.2 NORTH AMERICA: IMPACT OF RECESSION 143
FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 144
TABLE 103 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2017–2022 (USD MILLION) 144
TABLE 104 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 145
TABLE 105 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 145
TABLE 106 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 145
TABLE 107 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY SERVICE, 2017–2022 (USD MILLION) 145
TABLE 108 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY SERVICE, 2023–2028 (USD MILLION) 146
TABLE 109 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 146
TABLE 110 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 146
TABLE 111 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 146
TABLE 112 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 147
TABLE 113 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 147
TABLE 114 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 148
TABLE 115 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 148
TABLE 116 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 149
TABLE 117 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 149
TABLE 118 NORTH AMERICA: AI IN PROJECT MANAGEMENT MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 149
11.2.3 US 150
11.2.3.1 Innovations and initiatives to enable quick adoption of advanced technologies 150
11.2.4 CANADA 150
11.2.4.1 Rapid investments in R&D to adopt advanced technologies 150
11.3 EUROPE 151
11.3.1 EUROPE: AI IN PROJECT MANAGEMENT MARKET DRIVERS 151
11.3.2 EUROPE: IMPACT OF RECESSION 151
TABLE 119 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2017–2022 (USD MILLION) 152
TABLE 120 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 152
TABLE 121 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 152
TABLE 122 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 152
TABLE 123 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY SERVICE, 2017–2022 (USD MILLION) 153
TABLE 124 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY SERVICE, 2023–2028 (USD MILLION) 153
TABLE 125 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 153
TABLE 126 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 153
TABLE 127 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 154
TABLE 128 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 154
TABLE 129 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 154
TABLE 130 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 155
TABLE 131 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 155
TABLE 132 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 156
TABLE 133 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 156
TABLE 134 EUROPE: AI IN PROJECT MANAGEMENT MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 157
11.3.3 UK 157
11.3.3.1 Initiatives by government to position UK as global science superpower 157
11.3.4 GERMANY 157
11.3.4.1 Strong infrastructure and skilled labor force to smoothen AI capabilities 157
11.3.5 FRANCE 158
11.3.5.1 High potential client base and a heavy capital inflow from various investors 158
11.3.6 ITALY 158
11.3.6.1 Spread of cyber threats to drive AI-based solutions 158
11.3.7 SPAIN 158
11.3.7.1 Several initiatives and developments to provide huge potential for AI across various sectors 158
11.3.8 REST OF EUROPE 159
11.4 ASIA PACIFIC 159
11.4.1 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET DRIVERS 159
11.4.2 ASIA PACIFIC: IMPACT OF RECESSION 159
FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 160
TABLE 135 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2017–2022 (USD MILLION) 160
TABLE 136 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 161
TABLE 137 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2017–2022 (USD MILLION) 161
TABLE 138 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 161
TABLE 139 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY SERVICE, 2017–2022 (USD MILLION) 162
TABLE 140 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY SERVICE, 2023–2028 (USD MILLION) 162
TABLE 141 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 162
TABLE 142 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 162
TABLE 143 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 163
TABLE 144 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 163
TABLE 145 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 163
TABLE 146 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 164
TABLE 147 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 164
TABLE 148 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 165
TABLE 149 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 165
TABLE 150 ASIA PACIFIC: AI IN PROJECT MANAGEMENT MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 166
11.4.3 CHINA 166
11.4.3.1 Significant untapped AI opportunities 166
11.4.4 JAPAN 167
11.4.4.1 Potential of organic growth capabilities 167
11.4.5 ASEAN 167
11.4.5.1 Growth in number of AI startups and initiatives 167
11.4.6 AUSTRALIA & NEW ZEALAND 167
11.4.6.1 Significant investments in government agencies and academic institutions to promote innovation 167
11.4.7 SOUTH KOREA 168
11.4.7.1 Need for enhanced AI infrastructure 168
11.4.8 INDIA 168
11.4.8.1 Rise in number of AI startups and initiatives 168
11.4.9 REST OF ASIA PACIFIC 168
11.5 MIDDLE EAST & AFRICA 169
11.5.1 MIDDLE EAST & AFRICA: AI IN PROJECT MANAGEMENT MARKET DRIVERS 169
11.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION 169
TABLE 151 MIDDLE EAST & AFRICA: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2017–2022 (USD MILLION) 169
TABLE 152 MIDDLE EAST & AFRICA: AI IN PROJECT MANAGEMENT MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 170
TABLE 153 MIDDLE EAST & AFRICA: AI



13 COMPANY PROFILES 196
13.1 KEY PLAYERS 196
(Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View)*
13.1.1 IBM 196
TABLE 190 IBM: BUSINESS OVERVIEW 196
FIGURE 42 IBM: COMPANY SNAPSHOT 197
TABLE 191 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 197
TABLE 192 IBM: PRODUCT LAUNCHES 199
TABLE 193 IBM: DEALS 199
13.1.2 ORACLE 201
TABLE 194 ORACLE: BUSINESS OVERVIEW 201
FIGURE 43 ORACLE: COMPANY SNAPSHOT 202
TABLE 195 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 202
TABLE 196 ORACLE: PRODUCT LAUNCHES 204
TABLE 197 ORACLE: DEALS 205
13.1.3 HITACHI 207
TABLE 198 HITACHI: BUSINESS OVERVIEW 207
FIGURE 44 HITACHI: COMPANY SNAPSHOT 208
TABLE 199 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 208
TABLE 200 HITACHI: PRODUCT LAUNCHES 209
TABLE 201 HITACHI: DEALS 210
13.1.4 ADOBE 212
TABLE 202 ADOBE: BUSINESS OVERVIEW 212
FIGURE 45 ADOBE: COMPANY SNAPSHOT 213
TABLE 203 ADOBE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 213
TABLE 204 ADOBE: DEALS 214
13.1.5 MICROSOFT 216
TABLE 205 MICROSOFT: BUSINESS OVERVIEW 216
FIGURE 46 MICROSOFT: COMPANY SNAPSHOT 217
TABLE 206 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 217
TABLE 207 MICROSOFT: PRODUCT LAUNCHES 218
TABLE 208 MICROSOFT: DEALS 219
13.1.6 TIS 221
TABLE 209 TIS: BUSINESS OVERVIEW 221
FIGURE 47 TIS: COMPANY SNAPSHOT 221
TABLE 210 TIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 222
TABLE 211 TIS: DEALS 222
13.1.7 SERVICENOW 223
TABLE 212 SERVICENOW: BUSINESS OVERVIEW 223
FIGURE 48 SERVICENOW: COMPANY SNAPSHOT 224
TABLE 213 SERVICENOW: PRODUCTS/SOLUTIONS/SERVICES OFFERED 224
TABLE 214 SERVICENOW: PRODUCT LAUNCHES 225
TABLE 215 SERVICENOW: DEALS 226
13.1.8 ATLASSIAN 227
TABLE 216 ATLASSIAN: BUSINESS OVERVIEW 227
FIGURE 49 ATLASSIAN: COMPANY SNAPSHOT 228
TABLE 217 ATLASSIAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED 228
TABLE 218 ATLASSIAN: DEALS 229
13.1.9 ALICE TECHNOLOGIES 230
TABLE 219 ALICE TECHNOLOGIES: BUSINESS OVERVIEW 230
TABLE 220 ALICE TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 230
TABLE 221 ALICE TECHNOLOGIES: DEALS 231
13.1.10 AITHEON 232
TABLE 222 AITHEON: BUSINESS OVERVIEW 232
TABLE 223 AITHEON: PRODUCTS/SOLUTIONS/SERVICES OFFERED 232
13.1.11 PMASPIRE 233
TABLE 224 PMASPIRE: BUSINESS OVERVIEW 233
TABLE 225 PMASPIRE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 233
TABLE 226 PMASPIRE: DEALS 234
13.1.12 FORECAST 235
TABLE 227 FORECAST: BUSINESS OVERVIEW 235
TABLE 228 FORECAST: PRODUCTS/SOLUTIONS/SERVICES OFFERED 235
13.1.13 CLICKUP 236
TABLE 229 CLICKUP: BUSINESS OVERVIEW 236
TABLE 230 CLICKUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 236
TABLE 231 CLICKUP: DEALS 236
13.1.14 ZOHO 237
TABLE 232 ZOHO: BUSINESS OVERVIEW 237
TABLE 233 ZOHO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 237
TABLE 234 ZOHO: DEALS 238
13.1.15 PROOFHUB 239
TABLE 235 PROOFHUB: BUSINESS OVERVIEW 239
TABLE 236 PROOFHUB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 239
* Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies.
13.2 OTHER PLAYERS 240
13.2.1 AZEENDO 240
13.2.2 BUBBLZ 241
13.2.3 LILI.AI 241
13.2.4 RATIONALPLAN 242
13.2.5 CLEARSTRATEGY 243
13.2.6 SAVIOM 244
13.2.7 CODECOMPLETE 245
13.2.8 MONDAY.COM 246
13.2.9 IMAGEGRAFIX 247
13.2.10 ORANGESCRUM 248
13.2.11 SMARTSHEET 249
13.2.12 PSOHUB 250
13.2.13 BITRIX24 251
13.2.14 ASANA 252
13.2.15 WRIKE 253

14 ADJACENT AND RELATED MARKETS 254
14.1 INTRODUCTION 254
14.2 ARTIFICIAL INTELLIGENCE MARKET?GLOBAL FORECAST TO 2027 254
14.2.1 MARKET DEFINITION 254
14.2.2 MARKET OVERVIEW 254
14.2.3 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING 254
TABLE 237 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016–2021 (USD BILLION) 255
TABLE 238 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 255
14.2.4 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY 255
TABLE 239 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 255
TABLE 240 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 256
14.2.5 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE 256
TABLE 241 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 256
TABLE 242 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 256
14.2.6 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE 257
TABLE 243 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 257
TABLE 244 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 257
14.2.7 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION 258
TABLE 245 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016–2021 (USD BILLION) 258
TABLE 246 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD BILLION) 258
14.2.8 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL 259
TABLE 247 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 259
TABLE 248 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 259
14.2.9 ARTIFICIAL INTELLIGENCE MARKET, BY REGION 260
TABLE 249 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 260
TABLE 250 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 260
14.3 BIG DATA MARKET?GLOBAL FORECAST TO 2026 261
14.3.1 MARKET DEFINITION 261
14.3.2 MARKET OVERVIEW 261
14.3.3 BIG DATA MARKET, BY COMPONENT 261
TABLE 251 BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 262
TABLE 252 BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 262
TABLE 253 BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 262
TABLE 254 BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 262
TABLE 255 BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 263
TABLE 256 BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 263
TABLE 257 PROFESSIONAL BIG DATA SERVICES MARKET, BY TYPE, 2016–2020 (USD MILLION) 263
TABLE 258 PROFESSIONAL BIG DATA SERVICES MARKET, BY TYPE, 2021–2026 (USD MILLION) 263
14.3.3.1 Big data market, by deployment mode 264
TABLE 259 BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 264
TABLE 260 BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 264
TABLE 261 CLOUD DEPLOYMENT MARKET, BY TYPE, 2016–2020 (USD MILLION) 264
TABLE 262 CLOUD DEPLOYMENT MARKET, BY TYPE, 2021–2026 (USD MILLION) 265
14.3.3.2 Big data market, by organization size 265
TABLE 263 BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 265
TABLE 264 BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 265
14.3.3.3 Big data market, by business function 266
TABLE 265 BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 266
TABLE 266 BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 266
14.3.3.4 Big data market, by industry vertical 266
TABLE 267 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 267
TABLE 268 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 267
14.3.3.5 Big data market, by region 268
TABLE 269 BIG DATA MARKET, BY REGION, 2016–2020 (USD MILLION) 268
TABLE 270 BIG DATA MARKET, BY REGION, 2021–2026 (USD MILLION) 268

15 APPENDIX 269
15.1 DISCUSSION GUIDE 269
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS? SUBSCRIPTION PORTAL 275
15.3 CUSTOMIZATION OPTIONS 277
15.4 RELATED REPORTS 277
15.5 AUTHOR DETAILS 278