TABLE OF CONTENTS
1 INTRODUCTION 21
1.1 OBJECTIVES OF THE STUDY 21
1.2 MARKET DEFINITION 21
1.3 OVERVIEW OF MIDDLE EAST & AFRICA DATA INTEGRATION MARKET 21
1.4 CURRENCY AND PRICING 23
1.5 LIMITATIONS 23
1.6 MARKETS COVERED 23
2 MARKET SEGMENTATION 27
2.1 MARKETS COVERED 27
2.2 GEOGRAPHICAL SCOPE 28
2.3 YEARS CONSIDERED FOR THE STUDY 29
2.4 DBMR TRIPOD DATA VALIDATION MODEL 30
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 33
2.6 DBMR MARKET POSITION GRID 34
2.7 VENDOR SHARE ANALYSIS 36
2.8 MULTIVARIATE MODELING 37
2.9 OFFERING TIMELINE CURVE 37
2.10 MARKET APPLICATION COVERAGE GRID 38
2.11 SECONDARY SOURCES 39
2.12 ASSUMPTIONS 39
3 EXECUTIVE SUMMARY 40
4 PREMIUM INSIGHTS 43
4.1 PRICING ANALYSIS 45
4.2 CASE STUDIES 46
4.2.1 ARCHITECTURE CREATION & VALIDATION 46
4.3 TECHNOLOGICAL TRENDS 48
4.3.1 RISE OF HYBRID INTEGRATION 48
4.3.2 BLOCKCHAIN IN DATA AND ANALYTICS 48
4.3.3 APIS AT THE CENTER STAGE OF BUSINESS PERFORMANCE 48
4.3.4 PROLIFERATION OF IOT 49
4.4 VALUE CHAIN FOR MIDDLE EAST & AFRICA DATA INTEGRATION MARKET 50

5 REGULATIONS 51
5.1 OVERVIEW 51
5.1.1 EUROPE 51
5.1.2 CHINA 51
5.1.3 INDIA 52
5.1.4 AUSTRALIA 52
6 REGIONAL SUMMARY 54
7 MARKET OVERVIEW 55
7.1 DRIVERS 57
7.1.1 INCREASE IN THE USE OF HYBRID DATA INTEGRATION 57
7.1.2 INCREASE IN THE STRINGENT REGULATIONS AND COMPLIANCE RELATED TO DATA INTEGRATION 57
7.1.3 GROWTH IN THE DEMAND FOR DATA INTEGRATION TOOLS AND SOFTWARE 58
7.1.4 GROWTH IN THE DEMAND FOR APPLICATION-BASED INTEGRATION 58
7.1.5 RISE IN BIG DATA AND CLOUD COMPUTING TECHNOLOGIES 59
7.2 RESTRAINTS 60
7.2.1 HIGH DATA INTEGRATION SOFTWARE COST 60
7.2.2 LACK OF STORAGE CAPACITY IN CLOUD 60
7.3 OPPORTUNITIES 61
7.3.1 INCREASE IN THE ADOPTION OF DATA INTEGRATION BY VARIOUS DEPARTMENTS SUCH AS OPERATION AND FINANCE 61
7.3.2 INTEGRATION OF AI AND ML IN DEVELOPING DATA INTEGRATION SOLUTIONS 61
7.4 CHALLENGES 62
7.4.1 HIGH COMPLEXITY INVOLVED IN DATA INTEGRATION 62
7.4.2 DATA THREATS INVOLVED IN DATA INTEGRATION SOFTWARE 62
8 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, BY OFFERING 63
8.1 OVERVIEW 64
8.2 TOOLS 65
8.3 SERVICES 66
8.3.1 PROFESSIONAL SERVICES 66
8.3.2 MANAGED SERVICES 66

9 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, BY BUSINESS APPLICATION 67
9.1 OVERVIEW 68
9.2 SALES 69
9.3 MARKETING 69
9.4 FINANCE 70
9.5 OPERATIONS 70
9.6 HUMAN RESOURCES 71
10 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, BY ENTERPRISE SIZE 72
10.1 OVERVIEW 73
10.2 LARGE ENTERPRISE 74
10.3 MEDIUM ENTERPRISE 74
10.4 SMALL ENTERPRISE 75
11 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, BY DEPLOYMENT MODE 76
11.1 OVERVIEW 77
11.2 CLOUD 78
11.3 ON-PREMISES 79
12 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, BY VERTICAL 80
12.1 OVERVIEW 81
12.2 IT & TELECOM 82
12.2.1 TOOLS 83
12.2.2 SERVICES 83
12.2.2.1 PROFESSIONAL SERVICES 83
12.2.2.2 MANAGED SERVICES 83
12.3 MANUFACTURING 83
12.3.1 TOOLS 84
12.3.2 SERVICES 84
12.3.2.1 PROFESSIONAL SERVICES 84
12.3.2.2 MANAGED SERVICES 84
12.4 HEALTHCARE & LIFESCIENCES 85
12.4.1 TOOLS 85
12.4.2 SERVICES 85
12.4.2.1 PROFESSIONAL SERVICES 86
12.4.2.2 MANAGED SERVICES 86

12.5 MEDIA & ENTERTAINMENT 86
12.5.1 TOOLS 87
12.5.2 SERVICES 87
12.5.2.1 PROFESSIONAL SERVICES 87
12.5.2.2 MANAGED SERVICES 87
12.6 RETAIL & CONSUMER GOODS 87
12.6.1 TOOLS 88
12.6.2 SERVICES 88
12.6.2.1 PROFESSIONAL SERVICES 89
12.6.2.2 MANAGED SERVICES 89
12.7 ENERGY & UTILITIES 89
12.7.1 TOOLS 90
12.7.2 SERVICES 90
12.7.2.1 PROFESSIONAL SERVICES 90
12.7.2.2 MANAGED SERVICES 90
12.8 BFSI 90
12.8.1 TOOLS 91
12.8.2 SERVICES 91
12.8.2.1 PROFESSIONAL SERVICES 91
12.8.2.2 MANAGED SERVICES 91
12.9 GOVERNMENT & DEFENSE 92
12.9.1 TOOLS 92
12.9.2 SERVICES 92
12.9.2.1 PROFESSIONAL SERVICES 93
12.9.2.2 MANAGED SERVICES 93
12.10 OTHERS 93
12.10.1 TOOLS 94
12.10.2 SERVICES 94
12.10.2.1 PROFESSIONAL SERVICES 94
12.10.2.2 MANAGED SERVICES 94
13 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, BY REGION 95
13.1 MIDDLE EAST AND AFRICA 96
13.1.1 U.A.E 105
13.1.2 SAUDI ARABIA 110
13.1.3 ISRAEL 116
13.1.4 SOUTH AFRICA 121
13.1.5 EGYPT 127
13.1.6 REST OF MIDDLE EAST AND AFRICA 132

14 MIDDLE EAST & AFRICA DATA INTEGRATION MARKET, COMPANY LANDSCAPE 133
14.1 COMPANY SHARE ANALYSIS: MIDDLE EAST & AFRICA 133
15 SWOT ANALYSIS 134
16 COMPANY PROFILE 135
16.1 AMAZON WEB SERVICES, INC. 135
16.1.1 COMPANY SNAPSHOT 135
16.1.2 REVENUE ANALYSIS 135
16.1.3 COMPANY SHARE ANALYSIS 136
16.1.4 PRODUCT PORTFOLIO 136
16.1.5 RECENT DEVELOPMENT 136
16.2 MICROSOFT 137
16.2.1 COMPANY SNAPSHOT 137
16.2.2 REVENUE ANALYSIS 137
16.2.3 COMPANY SHARE ANALYSIS 138
16.2.4 SOLUTION PORTFOLIO 138
16.2.5 RECENT DEVELOPMENTS 138
16.3 ALPHABET INC. 140
16.3.1 COMPANY SNAPSHOT 140
16.3.2 REVENUE ANALYSIS 140
16.3.3 COMPANY SHARE ANALYSIS 141
16.3.4 SOLUTION PORTFOLIO 141
16.3.5 RECENT DEVELOPMENT 141
16.4 ORACLE CORPORATION 143
16.4.1 COMPANY SNAPSHOT 143
16.4.2 REVENUE ANALYSIS 143
16.4.3 COMPANY SHARE ANALYSIS 144
16.4.4 INDUSTRIAL SOLUTION PORTFOLIO 144
16.4.5 RECENT DEVELOPMENTS 144
16.5 CISCO SYSTEMS, INC. 146
16.5.1 COMPANY SNAPSHOT 146
16.5.2 REVENUE ANALYSIS 146
16.5.3 COMPANY SHARE ANALYSIS 147
16.5.4 SOLUTION PORTFOLIO 147
16.5.5 RECENT DEVELOPMENTS 147
16.6 ACTIAN CORPORATION 149
16.6.1 COMPANY SNAPSHOT 149
16.6.2 PRODUCT PORTFOLIO 149
16.6.3 RECENT DEVELOPMENTS 149
16.7 ADEPTIA 150
16.7.1 COMPANY SNAPSHOT 150
16.7.2 PRODUCT PORTFOLIO 150
16.7.3 RECENT DEVELOPMENT 150
16.8 DENODO TECHNOLOGIES 151
16.8.1 COMPANY SNAPSHOT 151
16.8.2 PRODUCT PORTFOLIO 151
16.8.3 RECENT DEVELOPMENTS 151
16.9 HITACHI VANTARA CORPORATION (SUBSIDIARY OF HITACHI, LTD.) 153
16.9.1 COMPANY SNAPSHOT 153
16.9.2 REVENUE ANALYSIS 153
16.9.3 PRODUCT PORTFOLIO 154
16.9.4 RECENT DEVELOPMENT 154
16.10 IBM CORPORATION 155
16.10.1 COMPANY SNAPSHOT 155
16.10.2 REVENUE ANALYSIS 155
16.10.3 SOLUTION PORTFOLIO 156
16.10.4 RECENT DEVELOPMENT 156
16.11 INFORMATICA INC. 157
16.11.1 COMPANY SNAPSHOT 157
16.11.2 REVENUE ANALYSIS 157
16.11.3 PRODUCT PORTFOLIO 158
16.11.4 RECENT DEVELOPMENTS 158
16.12 KPMG LLP 159
16.12.1 COMPANY SNAPSHOT 159
16.12.2 PRODUCT PORTFOLIO 159
16.12.3 RECENT DEVELOPMENT 159
16.13 PRECISELY 160
16.13.1 COMPANY SNAPSHOT 160
16.13.2 PRODUCT PORTFOLIO 160
16.13.3 RECENT DEVELOPMENT 160
16.14 SALESFORCE, INC. 161
16.14.1 COMPANY SNAPSHOT 161
16.14.2 REVENUE ANALYSIS 161
16.14.3 PRODUCT PORTFOLIO 162
16.14.4 RECENT DEVELOPMENTS 162
16.15 SAS INSTITUTE INC. 163
16.15.1 COMPANY SNAPSHOT 163
16.15.2 PRODUCT & SOLUTION PORTFOLIO 163
16.15.3 RECENT DEVELOPMENTS 163
16.16 SAP SE 165
16.16.1 COMPANY SNAPSHOT 165
16.16.2 REVENUE ANALYSIS 165
16.16.3 PRODUCT & SERVICES PORTFOLIO 166
16.16.4 RECENT DEVELOPMENTS 166
16.17 SOFTWARE AG 167
16.17.1 COMPANY SNAPSHOT 167
16.17.2 REVENUE ANALYSIS 167
16.17.3 PRODUCT PORTFOLIO 168
16.17.4 RECENT DEVELOPMENT 168
16.18 SNAPLOGIC. 169
16.18.1 COMPANY SNAPSHOT 169
16.18.2 PRODUCT PORTFOLIO 169
16.18.3 RECENT DEVELOPMENT 169
16.19 TALEND 170
16.19.1 COMPANY SNAPSHOT 170
16.19.2 PRODUCT PORTFOLIO 170
16.19.3 RECENT DEVELOPMENTS 170
16.20 TIBCO SOFTWARE INC. 171
16.20.1 COMPANY SNAPSHOT 171
16.20.2 PRODUCT PORTFOLIO 171
16.20.3 RECENT DEVELOPMENT 171
17 QUESTIONNAIRE 172
18 RELATED REPORTS 176

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