Table of Content

"1    INTRODUCTION    25
1.1    INTRODUCTION TO COVID-19    25
1.2    COVID-19 HEALTH ASSESSMENT    25
FIGURE 1    COVID-19: GLOBAL PROPAGATION    25
FIGURE 2    COVID-19 PROPAGATION: SELECT COUNTRIES    26
1.3    COVID-19 ECONOMIC ASSESSMENT    27
FIGURE 3    REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020    27
1.3.1    COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT    28
FIGURE 4    CRITERIA IMPACTING GLOBAL ECONOMY    28
FIGURE 5    SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY    29
1.4    OBJECTIVES OF THE STUDY    30
1.5    MARKET DEFINITION    31
1.5.1    INCLUSIONS AND EXCLUSIONS    31
1.6    MARKET SCOPE    32
1.6.1    MARKET SEGMENTATION    32
1.6.2    REGIONS COVERED    32
1.6.3    YEARS CONSIDERED FOR THE STUDY    33
1.7    CURRENCY CONSIDERED    33
TABLE 1    UNITED STATES DOLLAR EXCHANGE RATE, 2016–2018    34
1.8    STAKEHOLDERS    34
1.9    SUMMARY OF CHANGES    35
2    RESEARCH METHODOLOGY    36
2.1    RESEARCH DATA    36
FIGURE 6    PROCUREMENT ANALYTICS MARKET: RESEARCH DESIGN    36
2.1.1    SECONDARY DATA    37
2.1.2    PRIMARY DATA    37
2.1.2.1    Breakup of primaries    38
2.1.2.2    Key industry insights    38
2.2    MARKET BREAKUP AND DATA TRIANGULATION    39
2.3    MARKET SIZE ESTIMATION    39
FIGURE 7    PROCUREMENT ANALYTICS MARKET: BOTTOM-UP AND TOP-DOWN APPROACHES    40
2.3.1    BOTTOM-UP APPROACH    40
2.3.2    TOP-DOWN APPROACH    40
FIGURE 8    MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE PROCUREMENT ANALYTICS MARKET    41
FIGURE 9    MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE PROCUREMENT ANALYTICS MARKET    41
FIGURE 10    MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE PROCUREMENT ANALYTICS MARKET    42
FIGURE 11    MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3, BOTTOM-UP (DEMAND SIDE): PRODUCTS/SOLUTIONS/SERVICES SOLD AND THEIR AVERAGE SELLING PRICE    43
2.4    MARKET FORECAST    44
TABLE 2    FACTOR ANALYSIS    44
2.5    COMPANY EVALUATION MATRIX METHODOLOGY    45
FIGURE 12    COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE    45
2.6    STARTUP/SME EVALUATION MATRIX METHODOLOGY    46
FIGURE 13    STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE    46
2.7    ASSUMPTIONS FOR THE STUDY    47
2.8    LIMITATIONS OF THE STUDY    47
3    EXECUTIVE SUMMARY    48
TABLE 3    PROCUREMENT ANALYTICS MARKET SIZE AND GROWTH,
2015–2020 (USD MILLION AND Y-O-Y GROWTH)    48
TABLE 4    PROCUREMENT ANALYTICS MARKET SIZE AND GROWTH RATE,
2021–2026 (USD MILLION AND Y-O-Y GROWTH)    49
FIGURE 14    PROCUREMENT ANALYTICS SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    49
FIGURE 15    PROFESSIONAL PROCUREMENT ANALYTICS SERVICES TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021    50
FIGURE 16    ON-PREMISE DEPLOYMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021    50
FIGURE 17    LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021    50
FIGURE 18    SUPPLY CHAIN ANALYTICS SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021    51
FIGURE 19    TELECOM AND IT SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021    51
FIGURE 20    NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2018    52
4    PREMIUM INSIGHTS    53
4.1    ATTRACTIVE MARKET OPPORTUNITIES IN THE PROCUREMENT ANALYTICS MARKET    53
FIGURE 21    NEED TO GENERATE VALUABLE INSIGHTS FROM SPEND, CONTRACT, AND VENDOR MANAGEMENT DATA TO DRIVE THE GROWTH OF THE PROCUREMENT ANALYTICS MARKET    53
4.2    PROCUREMENT ANALYTICS MARKET, BY VERTICAL    54
FIGURE 22    BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO LEAD THE MARKET BY 2026    54
4.3    PROCUREMENT ANALYTICS MARKET, BY REGION    54
FIGURE 23    NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021    54
4.4    PROCUREMENT ANALYTICS MARKET, BY SOLUTION & VERTICAL    55
FIGURE 24    SUPPLY CHAIN ANALYTICS AND RETAIL & ECOMMERCE SEGMENTS TO ACCOUNT FOR THE LARGEST MARKET SHARES IN 2021    55
5    MARKET OVERVIEW    56
5.1    INTRODUCTION    56
5.2    MARKET DYNAMICS    56
FIGURE 25    DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: PROCUREMENT ANALYTICS MARKET    56
5.2.1    DRIVERS    57
5.2.1.1    Increase in focus on enhancing procurement channels’ operational efficiencies    57
5.2.1.2    Imminent need to handle compliance policies and contracts    57
5.2.1.3    Organizations’ struggle to sustain their position in the competitive environment    57
5.2.2    RESTRAINTS    58
5.2.2.1    Rise in concerns over data security across enterprises    58
5.2.2.2    Complexities in streamlining the processes and concerns regarding data privacy    58
5.2.3    OPPORTUNITIES    58
5.2.3.1    Advent of ML and AI in the procurement process    58
5.2.3.2    Growth in demand for cloud-based analytical solutions    58
5.2.4    CHALLENGES    59
5.2.4.1    Lack of analytical expertise    59
5.2.4.2    Reluctance to adopt advanced analytical technologies    59
5.3    REGULATORY IMPLICATIONS    59
5.3.1    SARBANES-OXLEY ACT OF 2002    60
5.3.2    GENERAL DATA PROTECTION REGULATION    60
5.3.3    GOVERNMENT PROCUREMENT AGREEMENT    60
5.4    CASE STUDIES    61
5.4.1    SPEND ANALYTICS    61
5.4.1.1    Use Case 1: Citrix created a data-driven Supplier Diversity Program to focus on procurement spend diversity    61
5.4.2    CONTRACT MANAGEMENT    62
5.4.2.1    Use Case 2: With contract management, Schindler consolidated all data in different countries and zones into one system.    62
5.4.3    CATEGORY MANAGEMENT    63
5.4.3.1    Use Case 4: With category management strategy, one of US’ leading food retail industry firms identified key cost drivers    63
5.4.4    RISK ANALYSIS    63
5.4.4.1    Use Case 5: SpendEdge’s Supplier Risk Analysis helped a leading transportation services provider mitigate supply chain risks    63
5.4.5    PROCURE TO PAY    64
5.4.5.1    Use Case 5: American-based conglomerate achieved visibility and transparency across all transactions with procure to pay solution    64
5.4.6    SPEND FORECASTING    65
5.4.6.1    Use Case 7: With Sievo’s Spend Forecasting, Kellogg achieved global design, flexibility, and scalability for optimized performance    65
6    PROCUREMENT ANALYTICS MARKET, BY COMPONENT    66
6.1    INTRODUCTION    67
6.1.1    COMPONENTS: COVID-19 IMPACT    67
FIGURE 26    SERVICES SEGMENT EXPECTED TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD    67
TABLE 5    PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION)    67
TABLE 6    PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION)    68
6.2    SOLUTIONS    68
6.2.1    ADVANCEMENTS IN ML AND AI TO ACCELERATE THE ADOPTION OF PROCUREMENT ANALYTICS    68
TABLE 7    SOLUTIONS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)    69
TABLE 8    SOLUTIONS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)    69
6.3    SERVICES    69
FIGURE 27    MANAGED SERVICES SEGMENT PROJECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    70
TABLE 9    PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)    70
TABLE 10    PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)    70
6.3.1    MANAGED SERVICES    71
6.3.1.1    Need for monitoring and maintaining software operations and reducing overhead costs to drive the growth of managed services    71
TABLE 11    MANAGED SERVICES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    71
TABLE 12    MANAGED SERVICES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    71
6.3.2    PROFESSIONAL SERVICES    72
TABLE 13    PROFESSIONAL SERVICES: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    72
TABLE 14    PROFESSIONAL SERVICES: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    72
TABLE 15    PROFESSIONAL SERVICE: PROCUREMENT ANALYTICS MARKET SIZE,
BY TYPE, 2015–2020 (USD MILLION)    73
TABLE 16    PROFESSIONAL SERVICES: PROCUREMENT ANALYTICS MARKET SIZE,
BY TYPE, 2021–2026 (USD MILLION)    73
6.3.2.1    Support and Maintenance    73
6.3.2.1.1    Pre-installation and post-installation support to trigger the growth of support and maintenance services    73
TABLE 17    SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)    74
TABLE 18    SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)    74
6.3.2.2    Consulting    75
6.3.2.2.1    Need for enhancing the strategic outlook of organizations to drive the growth of consulting services segment    75
TABLE 19    CONSULTING MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    75
TABLE 20    CONSULTING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    75
6.3.2.3    Deployment and integration    76
6.3.2.3.1    Need for integrating advanced analytical solutions with existing/traditional services to drive growth    76
TABLE 21    DEPLOYMENT AND INTEGRATION: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    76
TABLE 22    DEPLOYMENT AND INTEGRATION: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    76
7    PROCUREMENT ANALYTICS MARKET, BY APPLICATION    77
7.1    INTRODUCTION    78
FIGURE 28    SUPPLY CHAIN ANALYTICS SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD    78
TABLE 23    PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)    78
TABLE 24    PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)    79
7.2    SUPPLY CHAIN ANALYTICS    79
7.2.1    INCREASE IN NEED FOR SUPPLIER AND MARKET INTELLIGENCE TO DRIVE THE GROWTH OF SUPPLY CHAIN ANALYTICS    79
TABLE 25    SUPPLY CHAIN ANALYTICS: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    79
TABLE 26    SUPPLY CHAIN ANALYTICS: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    80
7.3    RISK ANALYTICS    80
7.3.1    NEED TO MITIGATE RISK AND REDUCE ASSOCIATED COST TO DRIVE THE GROWTH OF THE RISK ANALYTICS SEGMENT    80
TABLE 27    RISK ANALYTICS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    80
TABLE 28    RISK ANALYTICS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    81
7.4    SPEND ANALYTICS    81
7.4.1    NEED FOR ANALYZING EXPENDITURE DATA AND REDUCING PROCUREMENT COST TO DRIVE THE GROWTH OF THE SPEND ANALYTICS SEGMENT    81
TABLE 29    SPEND ANALYTICS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    81
TABLE 30    SPEND ANALYTICS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    82
7.5    DEMAND FORECASTING    82
7.5.1    NEED FOR ANALYSIS OF DEMAND SIGNALS FROM FORECASTS, CONSUMPTION DATA, AND SYNDICATED INDUSTRY INFORMATION    82
TABLE 31    DEMAND FORECASTING: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    82
TABLE 32    DEMAND FORECASTING: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    83
7.6    CONTRACT MANAGEMENT    83
7.6.1    NEED FOR STRONGER RELATIONSHIPS WITH CUSTOMERS AND SUPPLIERS TO DRIVE THE DEMAND FOR CONTRACT MANAGEMENT    83
TABLE 33    CONTRACT MANAGEMENT: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    83
TABLE 34    CONTRACT MANAGEMENT: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    84
7.7    VENDOR MANAGEMENT    84
7.7.1    NEED FOR VENDOR MANAGEMENT TO AID IN COST CONTROL,
RISK REDUCTION, AND EXCELLENT SERVICE DELIVERY    84
TABLE 35    VENDOR MANAGEMENT: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    84
TABLE 36    VENDOR MANAGEMENT: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    85
7.8    CATEGORY MANAGEMENT    85
7.8.1    CATEGORY MANAGEMENT HELPS FOCUS TIME TO CONDUCT MARKET RESEARCH TO FULLY LEVERAGE NEGOTIATIONS AND MANAGE SUPPLIERS    85
TABLE 37    CATEGORY MANAGEMENT: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    85
TABLE 38    CATEGORY MANAGEMENT: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    86
8    PROCUREMENT ANALYTICS MARKET, BY DEPLOYMENT MODE    87
8.1    INTRODUCTION    88
8.1.1    DEPLOYMENT MODE: COVID-19 IMPACT    88
FIGURE 29    ON-PREMISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD    88
TABLE 39    PROCUREMENT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION)    89
TABLE 40    PROCUREMENT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION)    89
8.2    CLOUD    89
8.2.1    FOCUS ON IMPROVED AGILITY AND RETURN ON INVESTMENT TO DRIVE THE ADOPTION OF CLOUD DEPLOYMENT MODE    89
TABLE 41    CLOUD: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)    90
TABLE 42    CLOUD: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)    90
8.3    ON-PREMISES    91
8.3.1    GROWING THREAT OF DATA THEFTS ENCOURAGES ORGANIZATIONS TO PREFER PROCUREMENT ANALYTICS SOLUTIONS TO REMAIN ON-PREMISES    91
TABLE 43    ON-PREMISES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    91
TABLE 44    ON-PREMISES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    91
9    PROCUREMENT ANALYTICS MARKET, BY ORGANIZATION SIZE    92
9.1    INTRODUCTION    93
9.1.1    ORGANIZATION SIZE: COVID-19 IMPACT    93
FIGURE 30    SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    94
TABLE 45    PROCUREMENT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION)    94
TABLE 46    PROCUREMENT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION)    94
9.2    LARGE ENTERPRISES    95
9.2.1    EVER-INCREASING ADOPTION OF CLOUD AND THE LATEST TECHNOLOGIES TO DRIVE PROCUREMENT ANALYTICS ACROSS LARGE ENTERPRISES    95
TABLE 47    LARGE ENTERPRISES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    95
TABLE 48    LARGE ENTERPRISES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    95
9.3    SMALL AND MEDIUM-SIZED ENTERPRISES    96
9.3.1    ROBUST CLOUD-BASED DEPLOYMENTS TO LEAD SMALL AND MEDIUM-SIZED ENTERPRISES, RECORDING A HIGHER GROWTH RATE    96
TABLE 49    SMALL AND MEDIUM-SIZED ENTERPRISES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    96
TABLE 50    SMALL AND MEDIUM-SIZED ENTERPRISES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    96
10    PROCUREMENT ANALYTICS MARKET, BY VERTICAL    97
10.1    INTRODUCTION    98
10.1.1    VERTICAL: COVID-19 IMPACT    98
FIGURE 31    RETAIL AND ECOMMERCE VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD    99
TABLE 51    PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION)    100
TABLE 52    PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)    100
10.2    BANKING, FINANCIAL SERVICES, AND INSURANCE    100
10.2.1    PROCUREMENT ANALYTICS SOLUTIONS IMPROVE BUSINESS PERFORMANCE AND REDUCE COST    100
TABLE 53    BANKING, FINANCIAL SERVICES, AND INSURANCE: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    101
TABLE 54    BANKING, FINANCIAL SERVICES, AND INSURANCE: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    101
10.3    RETAIL AND ECOMMERCE    102
10.3.1    ADOPTION OF PROCUREMENT ANALYTICS SOLUTIONS BOOSTS BUSINESS DECISION PERFORMANCE AND PROFIT MARGINS    102
TABLE 55    RETAIL AND ECOMMERCE: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    102
TABLE 56    RETAIL AND ECOMMERCE: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    103
10.4    TELECOM AND IT    103
10.4.1    USAGE OF SMARTPHONES, COMPLEXITY IN THE TELECOM INDUSTRY,
AND GROWTH IN SERVICE PROVIDERS RAPIDLY DRIVE THE MARKET    103
TABLE 57    TELECOM AND IT: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    104
TABLE 58    TELECOM AND IT: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    104
10.5    MANUFACTURING    104
10.5.1    ADOPTION OF PROCUREMENT ANALYTICS BOOSTS PERFORMANCE AND IMPROVES DECISION-MAKING    104
TABLE 59    MANUFACTURING: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    105
TABLE 60    MANUFACTURING: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    105
10.6    HEALTHCARE AND LIFE SCIENCES    106
10.6.1    HIGH ADOPTION OF PROCUREMENT ANALYTICS IN HEALTHCARE AND LIFE SCIENCES VERTICAL FOR CONTRACT MANAGEMENT AND SPEND ANALYTICS    106
TABLE 61    HEALTHCARE AND LIFE SCIENCES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    106
TABLE 62    HEALTHCARE AND LIFE SCIENCES: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    106
10.7    ENERGY AND UTILITIES    107
10.7.1    DEMAND FOR INTELLIGENT PRODUCTION, DISTRIBUTION, AND CONSUMPTION OF ENERGY AND UTILITIES DRIVE PROCUREMENT ANALYTICS SOLUTIONS    107
TABLE 63    ENERGY AND UTILITIES: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    108
TABLE 64    ENERGY AND UTILITIES: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    108
10.8    GOVERNMENT AND DEFENSE    108
10.8.1    DEEP ANALYSIS AND FORECASTING OF TRENDS LEAD TO THE GROWTH OF PROCUREMENT ANALYTICS SOLUTIONS    108
TABLE 65    GOVERNMENT AND DEFENSE: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    109
TABLE 66    GOVERNMENT AND DEFENSE: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    109
10.9    OTHER VERTICALS    109
TABLE 67    OTHER VERTICALS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)    110
TABLE 68    OTHER VERTICALS: PROCUREMENT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)    110

11    PROCUREMENT ANALYTICS MARKET, BY REGION    111
11.1    INTRODUCTION    112
11.2    REGION: COVID-19 IMPACT    112
FIGURE 32    INDIA TO HAVE THE HIGHEST CAGR IN THE PROCUREMENT ANALYTICS MARKET DURING THE FORECAST PERIOD    113
TABLE 69    PROCUREMENT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)    113
TABLE 70    PROCUREMENT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)    113
FIGURE 33    NORTH AMERICA TO HAVE THE LARGEST MARKET SIZE IN THE PROCUREMENT ANALYTICS MARKET DURING THE FORECAST PERIOD    114
11.3    NORTH AMERICA    114
11.3.1    NORTH AMERICA: OPERATIONAL DRIVERS    115
11.3.2    NORTH AMERICA: REGULATIONS    115
11.3.2.1    Personal Information Protection and Electronic Documents Act (PIPEDA)    115
11.3.2.2    Gramm-Leach-Bliley Act    115
11.3.2.3    Health Insurance Portability and Accountability Act (HIPAA) of 1996    115
11.3.2.4    Federal Information Security Management Act (FISMA)    116
11.3.2.5    Federal Information Processing Standards (FIPS)    116
11.3.2.6    California Consumer Privacy Act (CSPA)    116
FIGURE 34    NORTH AMERICA MARKET SNAPSHOT    117
TABLE 71    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY COMPONENT, 2015–2020 (USD MILLION)    117
TABLE 72    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY COMPONENT, 2021–2026 (USD MILLION)    118
TABLE 73    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY APPLICATION, 2015–2020 (USD MILLION)    118
TABLE 74    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION)    118
TABLE 75    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY SERVICE, 2015–2020 (USD MILLION)    119
TABLE 76    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY SERVICE, 2021–2026 (USD MILLION)    119
TABLE 77    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    119
TABLE 78    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    119
TABLE 79    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    120
TABLE 80    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    120
TABLE 81    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    120
TABLE 82    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    120
TABLE 83    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)    121
TABLE 84    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)    121
TABLE 85    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)    121
TABLE 86    NORTH AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)    122
11.3.3    UNITED STATES    122
11.3.4    CANADA    122
11.4    EUROPE    122
11.4.1    EUROPE: OPERATIONAL DRIVERS    123
11.4.2    EUROPE: REGULATIONS    123
11.4.2.1    General Data Protection Regulation (GDPR)    123
11.4.2.2    European Committee for Standardization (CEN)    123
11.4.2.3    EU’s General Court    123
TABLE 87    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION)    124
TABLE 88    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION)    124
TABLE 89    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)    124
TABLE 90    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)    124
TABLE 91    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    125
TABLE 92    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    125
TABLE 93    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)    125
TABLE 94    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)    126
TABLE 95    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    126
TABLE 96    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    126
TABLE 97    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    127
TABLE 98    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    127
TABLE 99    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION)    127
TABLE 100    EUROPE: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)    128
11.4.3    UNITED KINGDOM    128
11.4.4    FRANCE    128

11.4.5    GERMANY    129
11.4.6    REST OF EUROPE    129
11.5    ASIA PACIFIC    129
11.5.1    ASIA PACIFIC: OPERATIONAL DRIVERS    129
11.5.2    ASIA PACIFIC: REGULATIONS    130
11.5.2.1    Personal Data Protection Act (PDPA)    130
11.5.2.2    International Organization for Standardization (ISO) 27001    130
FIGURE 35    ASIA PACIFIC: MARKET SNAPSHOT    131
TABLE 101    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)    131
TABLE 102    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)    132
TABLE 103    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)    132
TABLE 104    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)    132
TABLE 105    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    132
TABLE 106    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    133
TABLE 107    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)    133
TABLE 108    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)    133
TABLE 109    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    134
TABLE 110    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    134
TABLE 111    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    134
TABLE 112    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    134
TABLE 113    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)    135
TABLE 114    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)    135
TABLE 115    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)    136
TABLE 116    ASIA PACIFIC: PROCUREMENT ANALYTICS MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)    136
11.5.3    CHINA    136
11.5.4    JAPAN    136
11.5.5    INDIA    137
11.5.6    REST OF ASIA PACIFIC    137

11.6    MIDDLE EAST AND AFRICA    137
11.6.1    MIDDLE EAST AND AFRICA: OPERATIONAL DRIVERS    137
11.6.2    MIDDLE EAST AND AFRICA: REGULATIONS    138
11.6.2.1    Israeli Privacy Protection Regulations (Data Security), 5777-2017    138
11.6.2.2    GDPR Applicability in KSA    138
11.6.2.3    Protection of Personal Information Act (POPIA)    138
TABLE 117    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY COMPONENT, 2015–2020 (USD MILLION)    138
TABLE 118    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY COMPONENT, 2021–2026 (USD MILLION)    139
TABLE 119    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY SERVICE, 2015–2020 (USD MILLION)    139
TABLE 120    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY SERVICE, 2021–2026 (USD MILLION)    139
TABLE 121    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    139
TABLE 122    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    140
TABLE 123    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY APPLICATION, 2015–2020 (USD MILLION)    140
TABLE 124    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION)    140
TABLE 125    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    141
TABLE 126    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    141
TABLE 127    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    141
TABLE 128    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    141
TABLE 129    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY VERTICAL, 2015–2020 (USD MILLION)    142
TABLE 130    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION)    142
TABLE 131    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)    143
TABLE 132    MIDDLE EAST AND AFRICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)    143
11.6.3    MIDDLE EAST    143
11.6.4    AFRICA    143
11.7    LATIN AMERICA    144
11.7.1    LATIN AMERICA: OPERATIONAL DRIVERS    144
11.7.2    LATIN AMERICA: REGULATIONS    144
11.7.2.1    Brazil Data Protection Law    144
11.7.2.2    Argentina Personal Data Protection Law No. 25.326    145
TABLE 133    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)    145
TABLE 134    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)    145
TABLE 135    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION)    146
TABLE 136    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION)    146
TABLE 137    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    146
TABLE 138    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    146
TABLE 139    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)    147
TABLE 140    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)    147
TABLE 141    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    148
TABLE 142    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    148
TABLE 143    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    148
TABLE 144    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    148
TABLE 145    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)    149
TABLE 146    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)    149
TABLE 147    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)    150
TABLE 148    LATIN AMERICA: PROCUREMENT ANALYTICS MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)    150
11.7.3    BRAZIL    150
11.7.4    MEXICO    150
11.7.5    REST OF LATIN AMERICA    151
12    COMPETITIVE LANDSCAPE    152
12.1    OVERVIEW    152
12.2    KEY PLAYER STRATEGIES    152
TABLE 149    OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE PROCUREMENT ANALYTICS MARKET    152
12.3    REVENUE ANALYSIS    153
FIGURE 36    REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS    153
12.4    MARKET SHARE ANALYSIS    154
FIGURE 37    PROCUREMENT ANALYTICS MARKET SHARE ANALYSIS    154
TABLE 150    PROCUREMENT ANALYTICS MARKET: DEGREE OF COMPETITION    155
12.5    COMPANY EVALUATION QUADRANT    155
12.5.1    STARS    155
12.5.2    EMERGING LEADERS    155
12.5.3    PERVASIVE PLAYERS    155
12.5.4    PARTICIPANTS    155
FIGURE 38    KEY PROCUREMENT ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021    156
12.6    COMPETITIVE BENCHMARKING    157
TABLE 151    COMPANY SOLUTION FOOTPRINT (TOP 3 APPLICATIONS)    157
TABLE 152    COMPANY REGION FOOTPRINT    158
12.7    STARTUP/SME EVALUATION QUADRANT    159
12.7.1    PROGRESSIVE COMPANIES    159
12.7.2    RESPONSIVE COMPANIES    159
12.7.3    DYNAMIC COMPANIES    159
12.7.4    STARTING BLOCKS    159
FIGURE 39    STARTUP/SME PROCUREMENT ANALYTICS MARKET EVALUATION MATRIX, 2021    160
12.8    COMPETITIVE SCENARIO    161
12.8.1    PRODUCT LAUNCHES    161
TABLE 153    PRODUCT LAUNCHES, MARCH 2018–MAY 2021    161
12.8.2    DEALS    162
TABLE 154    DEALS, NOVEMBER 2018–NOVEMBER 2021    162
12.8.3    OTHERS    163
TABLE 155    OTHERS, 2019–2021    163
13    COMPANY PROFILES    164
13.1    INTRODUCTION    164
(Business and financial overview, Solutions offered, Recent developments & MnM View)*
13.2    KEY PLAYERS    164
13.2.1    SAP    164
TABLE 156    SAP: BUSINESS OVERVIEW    164
FIGURE 40    SAP: COMPANY SNAPSHOT    165
TABLE 157    SAP: SOLUTIONS OFFERED    165
TABLE 158    SAP: PRODUCT LAUNCHES AND ENHANCEMENTS    166
TABLE 159    SAP: DEALS    167
TABLE 160    SAP: OTHERS    168
13.2.2    ORACLE    169
TABLE 161    ORACLE: BUSINESS OVERVIEW    169
FIGURE 41    ORACLE: COMPANY SNAPSHOT    170
TABLE 162    ORACLE: SOLUTIONS OFFERED    170
TABLE 163    ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS    171
TABLE 164    ORACLE: DEALS    172
TABLE 165    ORACLE: OTHERS    173
13.2.3    SAS INSTITUTE    174
TABLE 166    SAS INSTITUTE: BUSINESS OVERVIEW    174
FIGURE 42    SAS INSTITUTE: COMPANY SNAPSHOT    174
TABLE 167    SAS INSTITUTE: SOLUTIONS OFFERED    175
TABLE 168    SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS    175
TABLE 169    SAS INSTITUTE: DEALS    176
TABLE 170    SAS INSTITUTE: OTHERS    176
13.2.4    COUPA SOFTWARE    178
TABLE 171    COUPA SOFTWARE: BUSINESS OVERVIEW    178
FIGURE 43    COUPA SOFTWARE: COMPANY SNAPSHOT    179
TABLE 172    COUPA SOFTWARE: SOLUTIONS OFFERED    179
TABLE 173    COUPA SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS    180
TABLE 174    COUPA SOFTWARE: DEALS    180
13.2.5    GENPACT    182
TABLE 175    GENPACT: BUSINESS OVERVIEW    182
FIGURE 44    GENPACT: COMPANY SNAPSHOT    183
TABLE 176    GENPACT: SOLUTIONS OFFERED    183
TABLE 177    GENPACT: DEALS    184
13.2.6    ROSSLYN DATA TECHNOLOGIES    185
TABLE 178    ROSSLYN DATA TECHNOLOGIES: BUSINESS OVERVIEW    185
FIGURE 45    ROSSLYN DATA TECHNOLOGIES: COMPANY SNAPSHOT    186
TABLE 179    ROSSLYN DATA TECHNOLOGIES: SOLUTIONS OFFERED    187
TABLE 180    ROSSLYN DATA TECHNOLOGIES: DEALS    187
13.2.7    MICROSOFT    188
TABLE 181    MICROSOFT: BUSINESS OVERVIEW    188
FIGURE 46    MICROSOFT: FINANCIAL OVERVIEW    189
TABLE 182    MICROSOFT: SOLUTIONS OFFERED    189
TABLE 183    MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS    190
TABLE 184    MICROSOFT: DEALS    190
13.2.8    IBM    191
TABLE 185    IBM: BUSINESS OVERVIEW    191
FIGURE 47    IBM: COMPANY SNAPSHOT    192
TABLE 186    IBM: SOLUTIONS OFFERED    193
TABLE 187    IBM: PRODUCT LAUNCHES AND ENHANCEMENTS    193
TABLE 188    IBM: DEALS    194
13.2.9    CISCO    195
TABLE 189    CISCO: BUSINESS OVERVIEW    195
FIGURE 48    CISCO: FINANCIAL OVERVIEW    196
TABLE 190    CISCO: SOLUTIONS OFFERED    196
TABLE 191    CISCO: DEALS    197
13.2.10    GEP    198
TABLE 192    GEP: BUSINESS OVERVIEW    198
TABLE 193    GEP: SOLUTIONS OFFERED    198
TABLE 194    GEP: PRODUCT LAUNCHES AND ENHANCEMENTS    199
TABLE 195    GEP: DEALS    199
13.2.11    CORCENTRIC    200
TABLE 196    CORCENTRIC: BUSINESS OVERVIEW    200
TABLE 197    CORCENTRIC: SOLUTIONS OFFERED    200
TABLE 198    CORCENTRIC: DEALS    201
13.2.12    ZYCUS    202
TABLE 199    ZYCUS: BUSINESS OVERVIEW    202
TABLE 200    ZYCUS: SOLUTIONS OFFERED    202
TABLE 201    ZYCUS: DEALS    203
*Details on Business and financial overview, Solutions offered, Recent developments & MnM View might not be captured in case of unlisted companies.
13.3    OTHER KEY PLAYERS    204
13.3.1    JAGGAER    204
13.3.2    PROACTIS    205
13.3.3    BIRCHSTREET SYSTEMS    205
13.3.4    TAMR    206
13.3.5    SIMFONI    206
13.3.6    SIEVO    207
13.3.7    WORKDAY    207
13.3.8    PROCUREPRO    208
13.3.9    KEARNEY    208
13.3.10    PRM360    209
13.3.11    MARKET DOJO LTD.    210
13.3.12    SYNERTRADE    211
13.3.13    IVALUA    212"
"14    ADJACENT AND RELATED MARKETS    213
14.1    INTRODUCTION    213
14.2    SUPPLY CHAIN ANALYTICS MARKET—GLOBAL FORECAST TO 2025    213
14.2.1    MARKET DEFINITION    213
14.2.2    MARKET OVERVIEW    213
14.2.2.1    Supply chain analytics market, by component    214
TABLE 202    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION)    214
TABLE 203    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION)    214
14.2.2.2    Supply chain analytics market, by deployment mode    214
TABLE 204    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2014–2019 (USD MILLION)    214
TABLE 205    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION)    215
14.2.2.3    Supply chain analytics market, by organization size    215
TABLE 206    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION)    215
TABLE 207    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION)    215
14.2.2.4    Supply chain analytics market, by industry vertical    216
TABLE 208    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,
2014–2019 (USD MILLION)    216
TABLE 209    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,
2019–2025 (USD MILLION)    216
14.2.2.5    Supply chain analytics market, by region    217
TABLE 210    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION)    217
TABLE 211    SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION)    217
14.3    BIG DATA MARKET - GLOBAL FORECAST TO 2025    217
14.3.1    MARKET DEFINITION    217
14.3.2    MARKET OVERVIEW    218
14.3.2.1    Big data market, by component    218
TABLE 212    BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)    218
TABLE 213    SOLUTIONS: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)    219
TABLE 214    BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)    219
TABLE 215    PROFESSIONAL SERVICES MARKET SIZE, BY TYPE,
2018–2025 (USD MILLION)    219
14.3.2.2    Big data market, by deployment mode    219
TABLE 216    BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION)    220
TABLE 217    CLOUD: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)    220
14.3.2.3    Big data market, by organization size    220
TABLE 218    BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)    220
14.3.2.4    Big data market, by business function    221
TABLE 219    BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION)    221
14.3.2.5    Big data market, by industry vertical    221
TABLE 220    BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)    222
14.3.2.6    Big data market, by region    222
TABLE 221    BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)    222
15    APPENDIX    223
15.1    DISCUSSION GUIDE    223
15.2    KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL    227
15.3    AVAILABLE CUSTOMIZATIONS    229
15.4    RELATED REPORTS    229
15.5    AUTHOR DETAILS    230"