TABLE OF CONTENTS
1 INTRODUCTION 54
1.1 OBJECTIVES OF THE STUDY 54
1.2 MARKET DEFINITION 54
1.3 OVERVIEW OF NORTH AMERICA DATA INTEGRATION MARKET 54
1.4 CURRENCY AND PRICING 56
1.5 LIMITATIONS 56
1.6 MARKETS COVERED 56
2 MARKET SEGMENTATION 60
2.1 MARKETS COVERED 60
2.2 GEOGRAPHICAL SCOPE 61
2.3 YEARS CONSIDERED FOR THE STUDY 62
2.4 DBMR TRIPOD DATA VALIDATION MODEL 63
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 66
2.6 DBMR MARKET POSITION GRID 67
2.7 VENDOR SHARE ANALYSIS 69
2.8 MULTIVARIATE MODELING 70
2.9 OFFERING TIMELINE CURVE 70
2.10 MARKET APPLICATION COVERAGE GRID 71
2.11 SECONDARY SOURCES 72
2.12 ASSUMPTIONS 72
3 EXECUTIVE SUMMARY 73
4 PREMIUM INSIGHTS 76
4.1 PRICING ANALYSIS 78
4.2 CASE STUDIES 79
4.2.1 ARCHITECTURE CREATION & VALIDATION 79
4.3 TECHNOLOGICAL TRENDS 81
4.3.1 RISE OF HYBRID INTEGRATION 81
4.3.2 BLOCKCHAIN IN DATA AND ANALYTICS 81
4.3.3 APIS AT THE CENTER STAGE OF BUSINESS PERFORMANCE 81
4.3.4 PROLIFERATION OF IOT 82
4.4 VALUE CHAIN FOR NORTH AMERICA DATA INTEGRATION MARKET 83

5 REGULATIONS 84
5.1 OVERVIEW 84
5.1.1 EUROPE 84
5.1.2 CHINA 84
5.1.3 INDIA 85
5.1.4 AUSTRALIA 85
6 REGIONAL SUMMARY 87
7 MARKET OVERVIEW 88
7.1 DRIVERS 90
7.1.1 INCREASE IN THE USE OF HYBRID DATA INTEGRATION 90
7.1.2 INCREASE IN THE STRINGENT REGULATIONS AND COMPLIANCE RELATED TO DATA INTEGRATION 90
7.1.3 GROWTH IN THE DEMAND FOR DATA INTEGRATION TOOLS AND SOFTWARE 91
7.1.4 GROWTH IN THE DEMAND FOR APPLICATION-BASED INTEGRATION 91
7.1.5 RISE IN BIG DATA AND CLOUD COMPUTING TECHNOLOGIES 92
7.2 RESTRAINTS 93
7.2.1 HIGH DATA INTEGRATION SOFTWARE COST 93
7.2.2 LACK OF STORAGE CAPACITY IN CLOUD 93
7.3 OPPORTUNITIES 94
7.3.1 INCREASE IN THE ADOPTION OF DATA INTEGRATION BY VARIOUS DEPARTMENTS SUCH AS OPERATION AND FINANCE 94
7.3.2 INTEGRATION OF AI AND ML IN DEVELOPING DATA INTEGRATION SOLUTIONS 94
7.4 CHALLENGES 95
7.4.1 HIGH COMPLEXITY INVOLVED IN DATA INTEGRATION 95
7.4.2 DATA THREATS INVOLVED IN DATA INTEGRATION SOFTWARE 95
8 NORTH AMERICA DATA INTEGRATION MARKET, BY OFFERING 96
8.1 OVERVIEW 97
8.2 TOOLS 98
8.3 SERVICES 99
8.3.1 PROFESSIONAL SERVICES 99
8.3.2 MANAGED SERVICES 99
9 NORTH AMERICA DATA INTEGRATION MARKET, BY BUSINESS APPLICATION 100
9.1 OVERVIEW 101
9.2 SALES 102
9.3 MARKETING 102
9.4 FINANCE 103
9.5 OPERATIONS 103
9.6 HUMAN RESOURCES 104
10 NORTH AMERICA DATA INTEGRATION MARKET, BY ENTERPRISE SIZE 105
10.1 OVERVIEW 106
10.2 LARGE ENTERPRISE 107
10.3 MEDIUM ENTERPRISE 107
10.4 SMALL ENTERPRISE 108
11 NORTH AMERICA DATA INTEGRATION MARKET, BY DEPLOYMENT MODE 109
11.1 OVERVIEW 110
11.2 CLOUD 111
11.3 ON-PREMISES 112
12 NORTH AMERICA DATA INTEGRATION MARKET, BY VERTICAL 113
12.1 OVERVIEW 114
12.2 IT & TELECOM 115
12.2.1 TOOLS 116
12.2.2 SERVICES 116
12.2.2.1 PROFESSIONAL SERVICES 116
12.2.2.2 MANAGED SERVICES 116
12.3 MANUFACTURING 116
12.3.1 TOOLS 117
12.3.2 SERVICES 117
12.3.2.1 PROFESSIONAL SERVICES 117
12.3.2.2 MANAGED SERVICES 117
12.4 HEALTHCARE & LIFESCIENCES 118
12.4.1 TOOLS 118
12.4.2 SERVICES 118
12.4.2.1 PROFESSIONAL SERVICES 119
12.4.2.2 MANAGED SERVICES 119
12.5 MEDIA & ENTERTAINMENT 119
12.5.1 TOOLS 120
12.5.2 SERVICES 120
12.5.2.1 PROFESSIONAL SERVICES 120
12.5.2.2 MANAGED SERVICES 120
12.6 RETAIL & CONSUMER GOODS 120
12.6.1 TOOLS 121
12.6.2 SERVICES 121
12.6.2.1 PROFESSIONAL SERVICES 122
12.6.2.2 MANAGED SERVICES 122

12.7 ENERGY & UTILITIES 122
12.7.1 TOOLS 123
12.7.2 SERVICES 123
12.7.2.1 PROFESSIONAL SERVICES 123
12.7.2.2 MANAGED SERVICES 123
12.8 BFSI 123
12.8.1 TOOLS 124
12.8.2 SERVICES 124
12.8.2.1 PROFESSIONAL SERVICES 124
12.8.2.2 MANAGED SERVICES 124
12.9 GOVERNMENT & DEFENSE 125
12.9.1 TOOLS 125
12.9.2 SERVICES 125
12.9.2.1 PROFESSIONAL SERVICES 126
12.9.2.2 MANAGED SERVICES 126
12.10 OTHERS 126
12.10.1 TOOLS 127
12.10.2 SERVICES 127
12.10.2.1 PROFESSIONAL SERVICES 127
12.10.2.2 MANAGED SERVICES 127
13 NORTH AMERICA DATA INTEGRATION MARKET, BY REGION 128
13.1 NORTH AMERICA 129
13.1.1 U.S. 138
13.1.2 CANADA 143
13.1.3 MEXICO 148
14 NORTH AMERICA DATA INTEGRATION MARKET, COMPANY LANDSCAPE 153
14.1 COMPANY SHARE ANALYSIS: NORTH AMERICA 153
15 SWOT ANALYSIS 154
16 COMPANY PROFILE 155
16.1 AMAZON WEB SERVICES, INC. 155
16.1.1 COMPANY SNAPSHOT 155
16.1.2 REVENUE ANALYSIS 155
16.1.3 COMPANY SHARE ANALYSIS 156
16.1.4 PRODUCT PORTFOLIO 156
16.1.5 RECENT DEVELOPMENT 156

16.2 MICROSOFT 157
16.2.1 COMPANY SNAPSHOT 157
16.2.2 REVENUE ANALYSIS 157
16.2.3 COMPANY SHARE ANALYSIS 158
16.2.4 SOLUTION PORTFOLIO 158
16.2.5 RECENT DEVELOPMENTS 158
16.3 ALPHABET INC. 160
16.3.1 COMPANY SNAPSHOT 160
16.3.2 REVENUE ANALYSIS 160
16.3.3 COMPANY SHARE ANALYSIS 161
16.3.4 SOLUTION PORTFOLIO 161
16.3.5 RECENT DEVELOPMENT 161
16.4 ORACLE CORPORATION 163
16.4.1 COMPANY SNAPSHOT 163
16.4.2 REVENUE ANALYSIS 163
16.4.3 COMPANY SHARE ANALYSIS 164
16.4.4 INDUSTRIAL SOLUTION PORTFOLIO 164
16.4.5 RECENT DEVELOPMENTS 164
16.5 CISCO SYSTEMS, INC. 166
16.5.1 COMPANY SNAPSHOT 166
16.5.2 REVENUE ANALYSIS 166
16.5.3 COMPANY SHARE ANALYSIS 167
16.5.4 SOLUTION PORTFOLIO 167
16.5.5 RECENT DEVELOPMENTS 167
16.6 ACTIAN CORPORATION 169
16.6.1 COMPANY SNAPSHOT 169
16.6.2 PRODUCT PORTFOLIO 169
16.6.3 RECENT DEVELOPMENTS 169
16.7 ADEPTIA 170
16.7.1 COMPANY SNAPSHOT 170
16.7.2 PRODUCT PORTFOLIO 170
16.7.3 RECENT DEVELOPMENT 170
16.8 DENODO TECHNOLOGIES 171
16.8.1 COMPANY SNAPSHOT 171
16.8.2 PRODUCT PORTFOLIO 171
16.8.3 RECENT DEVELOPMENTS 171

16.9 HITACHI VANTARA CORPORATION (SUBSIDIARY OF HITACHI, LTD.) 173
16.9.1 COMPANY SNAPSHOT 173
16.9.2 REVENUE ANALYSIS 173
16.9.3 PRODUCT PORTFOLIO 174
16.9.4 RECENT DEVELOPMENT 174
16.10 IBM CORPORATION 175
16.10.1 COMPANY SNAPSHOT 175
16.10.2 REVENUE ANALYSIS 175
16.10.3 SOLUTION PORTFOLIO 176
16.10.4 RECENT DEVELOPMENT 176
16.11 INFORMATICA INC. 177
16.11.1 COMPANY SNAPSHOT 177
16.11.2 REVENUE ANALYSIS 177
16.11.3 PRODUCT PORTFOLIO 178
16.11.4 RECENT DEVELOPMENTS 178
16.12 KPMG LLP 179
16.12.1 COMPANY SNAPSHOT 179
16.12.2 PRODUCT PORTFOLIO 179
16.12.3 RECENT DEVELOPMENT 179
16.13 PRECISELY 180
16.13.1 COMPANY SNAPSHOT 180
16.13.2 PRODUCT PORTFOLIO 180
16.13.3 RECENT DEVELOPMENT 180
16.14 SALESFORCE, INC. 181
16.14.1 COMPANY SNAPSHOT 181
16.14.2 REVENUE ANALYSIS 181
16.14.3 PRODUCT PORTFOLIO 182
16.14.4 RECENT DEVELOPMENTS 182
16.15 SAS INSTITUTE INC. 183
16.15.1 COMPANY SNAPSHOT 183
16.15.2 PRODUCT & SOLUTION PORTFOLIO 183
16.15.3 RECENT DEVELOPMENTS 183
16.16 SAP SE 185
16.16.1 COMPANY SNAPSHOT 185
16.16.2 REVENUE ANALYSIS 185
16.16.3 PRODUCT & SERVICES PORTFOLIO 186
16.16.4 RECENT DEVELOPMENTS 186

16.17 SOFTWARE AG 187
16.17.1 COMPANY SNAPSHOT 187
16.17.2 REVENUE ANALYSIS 187
16.17.3 PRODUCT PORTFOLIO 188
16.17.4 RECENT DEVELOPMENT 188
16.18 SNAPLOGIC. 189
16.18.1 COMPANY SNAPSHOT 189
16.18.2 PRODUCT PORTFOLIO 189
16.18.3 RECENT DEVELOPMENT 189
16.19 TALEND 190
16.19.1 COMPANY SNAPSHOT 190
16.19.2 PRODUCT PORTFOLIO 190
16.19.3 RECENT DEVELOPMENTS 190
16.20 TIBCO SOFTWARE INC. 191
16.20.1 COMPANY SNAPSHOT 191
16.20.2 PRODUCT PORTFOLIO 191
16.20.3 RECENT DEVELOPMENT 191
17 QUESTIONNAIRE 192
18 RELATED REPORTS 196

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