出版：MarketsandMarkets（マーケッツアンドマーケッツ） 出版年月：2022年10月
データカタログ市場：コンポーネント (ソリューション、サービス)、展開モード (クラウド、オンプレミス)、データコンシューマ (BI ツール、エンタープライズ 用途、モバイル、 Web 用途)、組織の規模、メタデータタイプ、垂直、地域別 – 2027 年までの世界予測
Data Catalog Market by Component (Solutions, Services), Deployment Mode (Cloud, On-premises), Data Consumer (BI Tools, Enterprise Applications, Mobile and Web Applications), Organization Size, Metadata Type, Vertical & Region – Global Forecast to 2027
| ページ数 | 258 |
| 図表数 | 345 |
| 種別 | 英文調査報告書 |
| 価格 |
MarketsandMarkets（マーケッツアンドマーケッツ）「データカタログ市場：コンポーネント (ソリューション、サービス)、展開モード (クラウド、オンプレミス)、データコンシューマ (BI ツール、エンタープライズ 用途、モバイル、 Web 用途)、組織の規模、メタデータタイプ、垂直、地域別 – 2027 年までの世界予測 – Data Catalog Market by Component (Solutions, Services), Deployment Mode (Cloud, On-premises), Data Consumer (BI Tools, Enterprise Applications, Mobile and Web Applications), Organization Size, Metadata Type, Vertical & Region – Global Forecast to 2027」は世界のデータカタログ市場を調査し、主要セグメント毎に行った分析・予測結果を提供します。
The global data catalog market size is expected to grow from USD 0.7 billion in 2022 to USD 1.8 billion in 2027, at a Compound Annual Growth Rate (CAGR) of 22.0% during the forecast period.
Based on component, the service segment is projected to account for the highest CAGR during the forecast period
Services play an integral part in the data catalog market. The increasing demand for cloud-based services and the rising adoption of data management solutions are the key factors expected to drive the services segment. The efficient delivery of services improves system reliability and operational efficiency and saves costs. These services also enhance customer experience. The amount of data that needs to be analyzed is increasing daily due to the increasing number of data sources. In such cases, adopting data analysis tools has become essential to govern the data, its sources, and data access. Services form an integral part of data management solutions.
Based on services, the managed services segment is projected to account for the highest CAGR during the forecast period
Managed service providers deliver third-party infrastructure services that help organizations manage their data management infrastructure. Managed services are specifically related to client experience; enterprises cannot bargain on this variable, as it helps them maintain their market position. Every technological domain requires well-delivered managed services. The services being offered must fit perfectly into the client’s environment. Technical expertise, service consistency, and flexibility must be provided by vendors, regardless of the geographical location of the client. Managed service providers take care of all the software functions, while organizations are only responsible for updating and installing the business applications and configuring the company policies.
Based on deployment, cloud segment is projected to account for the highest CAGR during the forecast period.
Cloud-based data catalog solutions are gaining high traction over on-premises solutions due to the multiple benefits of the cloud deployment mode. These benefits include reduced operational costs, simple deployments, and higher scalability in terms of connected resources. Cloud-based solutions offer a robust set of transformation processes to meet business objectives. Moreover, they offer additional flexibility for business operations and real-time deployment ease to companies implementing real-time analysis. The major vendors offering cloud data catalog solutions are IBM, AWS, and TIBCO Software.
Based on data consumer, Mobile and web application is projected to account for the highest CAGR during the forecast period.
Mobile and web application development is a fast-paced ecosystem. Most mobile and web applications need to access large volumes of business data, enabling the interoperability between mobile and web-based applications with enterprise systems. Mobile and web applications use standard protocols, mobile-first libraries, and infrastructure to provide a new layer of abstraction that defines and exposes various data sources that run on different mobile and web-based platforms.
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 intelligent document processing market.
• By Company Type: Tier 1 – 34%, Tier 2 – 43%, and Tier 3 – 23%
• By Designation: C-level – 50%, Directors – 30%, and Others – 20%
• By Region: North America – 25%, Europe – 30%, APAC – 30%, MEA – 10%, Latin America– 5%.
Some prominent players profiled in the study include IBM (US), Microsoft (US), TIBCO Software (US), Collibra (Belgium), Alation (US), Oracle (US), Google (US), Informatica (US), Alteryx (US), Zaloni (US), Cloudera (US), Talend (US), Ataccama (Canada), Quest software (Acquired Erwin), Tamr (US), Denodo (US), Tableau (US), AWS (US), Cambridge Semantics (US), Octopai (Israel), Alex Solutions (Australia), Immuta (US), Data.World (US), Solidatus (UK), Atlan (Singapore), Stemma (US), Castor (US), and Zeenea (France).
Research coverage
The market study covers the data catalog market across different segments. It aims at estimating the market size and the growth potential of this market across different segments, such as Component (Solutions and Services), Organization Size, Deployment Mode, Metadata Type, Data consumer, Vertical, and Region. The services segment is further professional services and managed services. The regional analysis of the data catalog market includes North America, Europe, APAC, the MEA, and Latin America. The study also includes an in-depth competitive analysis of the key market players, 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 is expected to help the market leaders/new entrants in this market by providing them information on the closest approximations of the revenue numbers for the data catalog market and its segments. This report is also expected to help stakeholders understand the competitive landscape and gain insights to improve the position of their businesses and plan suitable go-to-market strategies. The report also aims at helping stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.
目次
1 INTRODUCTION 27
1.1 STUDY OBJECTIVES 27
1.2 MARKET DEFINITION 27
1.2.1 INCLUSIONS AND EXCLUSIONS 28
1.3 STUDY SCOPE 28
1.3.1 MARKET SEGMENTATION 29
1.3.2 REGIONS COVERED 30
1.3.3 YEARS CONSIDERED 30
1.4 CURRENCY CONSIDERED 31
TABLE 1 US DOLLAR EXCHANGE RATE, 2019–2021 31
1.5 STAKEHOLDERS 31
1.6 SUMMARY OF CHANGES 32
2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 1 DATA CATALOG MARKET: RESEARCH DESIGN 33
2.1.1 SECONDARY DATA 34
2.1.2 PRIMARY DATA 34
2.1.2.1 Breakup of primary interviews 35
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION, AND REGION 35
2.1.2.2 Key industry insights 35
2.2 DATA TRIANGULATION 36
FIGURE 3 DATA TRIANGULATION 36
2.3 MARKET SIZE ESTIMATION 37
FIGURE 4 DATA CATALOG MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37
2.3.1 TOP-DOWN APPROACH 37
2.3.2 BOTTOM-UP APPROACH 38
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY ─ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES IN DATA CATALOG MARKET 38
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY ─ APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF SOLUTIONS/SERVICES IN DATA CATALOG MARKET 39
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY — APPROACH 3, BOTTOM-UP (DEMAND SIDE): SHARE OF DATA CATALOG MARKET THROUGH OVERALL DATA CATALOG SPENDING 40
2.4 MARKET FORECAST 41
TABLE 2 FACTOR ANALYSIS 41
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42
FIGURE 8 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43
FIGURE 9 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43
2.7 RESEARCH ASSUMPTIONS 43
2.8 LIMITATIONS AND RISK ASSESSMENT 44
3 EXECUTIVE SUMMARY 45
TABLE 3 GLOBAL DATA CATALOG MARKET AND GROWTH RATE, 2017–2021 (USD MILLION, Y-O-Y %) 46
TABLE 4 GLOBAL DATA CATALOG MARKET AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y %) 46
FIGURE 10 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 47
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 47
FIGURE 12 CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2022 47
FIGURE 13 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 48
FIGURE 14 BUSINESS INTELLIGENCE TOOLS SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE IN 2022 48
FIGURE 15 TECHNICAL METADATA SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2022 48
FIGURE 16 RETAIL AND ECOMMERCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 49
FIGURE 17 ASIA PACIFIC TO ACHIEVE HIGHEST GROWTH IN 2022 49
4 PREMIUM INSIGHTS 50
4.1 ATTRACTIVE OPPORTUNITIES IN DATA CATALOG MARKET 50
FIGURE 18 RAPID DIGITIZATION ACROSS SECTORS AND RISE IN DATA GENERATION TO DRIVE ADOPTION OF DATA CATALOG SOLUTIONS 50
4.2 DATA CATALOG MARKET, BY TOP THREE VERTICALS 50
FIGURE 19 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 50
4.3 DATA CATALOG MARKET, BY REGION 51
FIGURE 20 ASIA PACIFIC TO ACCOUNT FOR LARGEST MARKET SHARE IN 2022 51
4.4 NORTH AMERICA: DATA CATALOG MARKET, BY COMPONENT AND SERVICE 51
FIGURE 21 SOLUTIONS AND PROFESSIONAL SERVICES SEGMENTS TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2022 51
5 MARKET OVERVIEW AND INDUSTRY TRENDS 52
5.1 INTRODUCTION 52
5.2 MARKET DYNAMICS 52
FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA CATALOG MARKET 52
5.2.1 DRIVERS 53
5.2.1.1 Growing proliferation of data 53
5.2.1.2 Rising need to gather insights for business strategies 53
5.2.1.3 Growing adoption of cloud-based solutions 53
5.2.1.4 Increasing use of self-service analytics 53
5.2.2 RESTRAINTS 54
5.2.2.1 Lack of standardization of data 54
5.2.2.2 Misconceptions about risks 54
5.2.3 OPPORTUNITIES 54
5.2.3.1 Use of data catalog to improve employee productivity 54
5.2.3.2 Rising automation and AI-enabled technologies 55
5.2.4 CHALLENGES 55
5.2.4.1 Lack of technical skills in workforce 55
5.2.4.2 Inconsistent data upkeeping 55
5.3 EVOLUTION: DATA CATALOG 55
FIGURE 23 EVOLUTION OF DATA CATALOG 55
5.4 ESSENTIAL FEATURES OF DATA CATALOG 56
5.4.1 DATA SEARCH AND DISCOVERY 56
5.4.2 BUSINESS GLOSSARY 56
5.4.3 DATA LINEAGE 56
5.4.4 COLLABORATION 56
5.4.5 DATA GOVERNANCE 57
5.4.6 INTEGRATION 57
5.5 VALUE CHAIN ANALYSIS 57
FIGURE 24 VALUE CHAIN ANALYSIS: DATA CATALOG MARKET 57
5.6 SUPPLY CHAIN ANALYSIS 58
FIGURE 25 SUPPLY CHAIN ANALYSIS: DATA CATALOG MARKET 58
5.7 ECOSYSTEM 59
TABLE 5 ECOSYSTEM: DATA CATALOG MARKET 59
5.8 DATA CATALOG MARKET: IMPACT OF COVID-19 60
5.9 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS OF DATA CATALOGS 61
FIGURE 26 DATA CATALOG MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 61
5.10 TECHNOLOGICAL ANALYSIS 61
5.10.1 ARTIFICIAL INTELLIGENCE AND AUTOMATION 61
5.10.2 MACHINE LEARNING 61
5.11 CASE STUDY ANALYSIS 62
5.11.1 INFORMATION SERVICES 62
5.11.1.1 Case Study 1: Creditsafe uses Waterline Smart Data Catalog to improve its common processes to manage data 62
5.11.2 BFSI 63
5.11.2.1 Case Study 2: Nordea automates its data management processes using Waterline Smart Data Catalog 63
5.11.3 HEALTHCARE AND LIFE SCIENCES 63
5.11.3.1 Case Study 3: Southeastern Med strengthens its BI reporting capabilities through Datawatch Managed Analytics platform 63
5.11.4 RETAIL AND ECOMMERCE 64
5.11.4.1 Case Study 4: eBay gains centralized access to data using Alation’s data catalog solution 64
5.11.5 GOVERNMENT AND DEFENSE 64
5.11.5.1 Case Study 5: With Collibra, George Washington University automates its governance processes 64
5.12 PATENT ANALYSIS 64
5.12.1 METHODOLOGY 64
5.12.2 DOCUMENT TYPE 65
TABLE 6 PATENTS FILED, 2019-2022 65
5.12.3 INNOVATION AND PATENT APPLICATIONS 65
FIGURE 27 TOTAL NUMBER OF PATENTS GRANTED ANNUALLY, 2019–2022 65
5.12.3.1 Top applicants 65
FIGURE 28 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 66
5.13 PORTER’S FIVE FORCES ANALYSIS 66
TABLE 7 IMPACT OF PORTER’S FIVE FORCES ON DATA CATALOG MARKET 66
FIGURE 29 PORTER’S FIVE FORCES ANALYSIS 67
5.13.1 THREAT OF NEW ENTRANTS 67
5.13.2 THREAT OF SUBSTITUTES 67
5.13.3 BARGAINING POWER OF SUPPLIERS 68
5.13.4 BARGAINING POWER OF BUYERS 68
5.13.5 INTENSITY OF COMPETITIVE RIVALRY 68
5.14 REGULATORY IMPLICATION 68
5.14.1 GENERAL DATA PROTECTION REGULATION 68
5.14.2 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION/INTERNATIONAL ELECTROTECHNICAL COMMISSION 27000 STANDARDS 69
5.14.3 CLOUD SECURITY ALLIANCE CONTROLS 69
5.14.4 SYSTEM AND ORGANIZATION CONTROL REPORTS 69
5.14.4.1 System and Organization Control 1 69
5.14.4.2 System and Organization Control 2 70
5.14.5 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 70
5.14.6 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 70
5.14.7 SARBANES-OXLEY ACT OF 2002 70
5.14.8 THE GRAMM–LEACH–BLILEY ACT 71
5.14.9 EUROPEAN UNION DATA PROTECTION REGULATION 71
5.14.10 CAN-SPAM ACT 71
5.15 TARIFF AND REGULATORY LANDSCAPE 72
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 72
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 72
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 11 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74
5.16 PRICING ANALYSIS 74
5.16.1 AVERAGE SELLING PRICE OF SUBSCRIPTION-BASED DATA CATALOG SOLUTIONS 75
TABLE 13 AVERAGE SELLING PRICE OF SUBSCRIPTION-BASED DATA CATALOG SOLUTIONS 75
5.17 KEY STAKEHOLDERS AND BUYING CRITERIA 75
5.17.1 KEY STAKEHOLDERS IN BUYING PROCESS 75
TABLE 14 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS (%) 75
5.17.2 BUYING CRITERIA 76
FIGURE 30 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 76
TABLE 15 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 76
6 DATA CATALOG MARKET, BY COMPONENT 77
6.1 INTRODUCTION 78
6.1.1 COMPONENT: DATA CATALOG MARKET DRIVERS 78
FIGURE 31 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 78
TABLE 16 DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 78
TABLE 17 DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 79
6.2 SOLUTIONS 79
6.2.1 GROWING DIGITIZATION AND USE OF CLOUD COMPUTING 79
TABLE 18 SOLUTIONS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 79
TABLE 19 SOLUTIONS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 80
6.3 SERVICES 80
FIGURE 32 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 80
TABLE 20 SERVICES: DATA CATALOG MARKET, BY TYPE, 2017–2021 (USD MILLION) 81
TABLE 21 SERVICES: DATA CATALOG MARKET, BY TYPE, 2022–2027 (USD MILLION) 81
6.3.1 PROFESSIONAL SERVICES 81
6.3.1.1 Growing need to manage complex operations 81
TABLE 22 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY TYPE, 2017–2021 (USD MILLION) 81
TABLE 23 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY TYPE, 2022–2027 (USD MILLION) 82
TABLE 24 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 82
TABLE 25 PROFESSIONAL SERVICES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 82
6.3.1.2 Support and maintenance services 83
6.3.1.2.1 Need for solving complex product issues 83
6.3.1.3 Consulting services 83
6.3.1.3.1 Data catalog services help organizations formulate strategies 83
6.3.1.4 Deployment and integration services 83
6.3.1.4.1 Need for cost optimization 83
6.3.2 MANAGED SERVICES 84
6.3.2.1 Rising need for innovation, good customer experience, and efficiency 84
TABLE 26 MANAGED SERVICES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 84
TABLE 27 MANAGED SERVICES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 84
7 DATA CATALOG MARKET, BY DEPLOYMENT MODE 85
7.1 INTRODUCTION 86
7.1.1 DEPLOYMENT MODE: DATA CATALOG MARKET DRIVERS 86
FIGURE 33 CLOUD SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD 86
TABLE 28 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 86
TABLE 29 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 87
7.2 CLOUD 87
7.2.1 COST-BASED SOLUTIONS PROVIDE ROBUST PROCESSES TO MEET OBJECTIVES 87
TABLE 30 CLOUD: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 87
TABLE 31 CLOUD: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 87
7.3 ON-PREMISES 88
7.3.1 SECURITY CONCERNS OVER SENSITIVE DATA 88
TABLE 32 ON-PREMISES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 88
TABLE 33 ON-PREMISES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 88
8 DATA CATALOG MARKET, BY DATA CONSUMER 89
8.1 INTRODUCTION 90
8.1.1 DATA CONSUMER: DATA CATALOG MARKET DRIVERS 90
FIGURE 34 MOBILE AND WEB APPLICATIONS SEGMENT TO EXHIBIT HIGHEST GROWTH DURING FORECAST PERIOD 90
TABLE 34 DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 91
TABLE 35 DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 91
8.2 BUSINESS INTELLIGENCE TOOLS 91
TABLE 36 BUSINESS INTELLIGENCE TOOLS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 92
TABLE 37 BUSINESS INTELLIGENCE TOOLS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 92
8.2.1 DATA INTEGRATION AND ETL 92
8.2.1.1 Data catalog solutions to facilitate efficient data management and derive valuable insights 92
8.2.2 REPORTING AND VISUALIZATION 93
8.2.2.1 Data solutions help turn insights into actions 93
8.2.3 QUERY AND ANALYSIS 93
8.2.3.1 Need for efficient governance and better compliance 93
8.3 ENTERPRISE APPLICATIONS 93
TABLE 38 ENTERPRISE APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 94
TABLE 39 ENTERPRISE APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 94
8.3.1 ENTERPRISE RESOURCE PLANNING (ERP) 94
8.3.1.1 Growth in automation of business processes to drive data catalog services 94
8.3.2 SUPPLY CHAIN MANAGEMENT SYSTEM 95
8.3.2.1 Analysis of data essential to predict demand 95
8.4 MOBILE AND WEB APPLICATIONS 95
TABLE 40 MOBILE AND WEB APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 95
TABLE 41 MOBILE AND WEB APPLICATIONS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 96
8.4.1 HEAT MAP ANALYTICS 96
8.4.1.1 Data analysis leads to improved site designs 96
8.4.2 WEB BEHAVIORAL ANALYSIS 96
8.4.2.1 Data analytics help understand human behavior 96
8.4.3 MARKETING AUTOMATION 97
8.4.3.1 Data consolidation to drive mobile app development 97
9 DATA CATALOG MARKET, BY METADATA TYPE 98
9.1 INTRODUCTION 99
9.1.1 METADATA TYPE: DATA CATALOG MARKET DRIVERS 99
FIGURE 35 BUSINESS METADATA SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 99
TABLE 42 DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 99
TABLE 43 DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 100
9.2 BUSINESS METADATA 100
9.2.1 HELPS USERS NAVIGATE THROUGH CENTRALLY MANAGED DATA 100
TABLE 44 BUSINESS METADATA: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 100
TABLE 45 BUSINESS METADATA: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 101
9.3 TECHNICAL METADATA 101
9.3.1 BUILDS AND MAINTAINS ENTERPRISE DATA ENVIRONMENT 101
TABLE 46 TECHNICAL METADATA: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 101
TABLE 47 TECHNICAL METADATA: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 102
10 DATA CATALOG MARKET, BY ORGANIZATION SIZE 103
10.1 INTRODUCTION 104
10.1.1 ORGANIZATION SIZE: DATA CATALOG MARKET DRIVERS 104
FIGURE 36 LARGE ENTERPRISES SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD 104
TABLE 48 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 105
TABLE 49 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 105
10.2 LARGE ENTERPRISES 105
10.2.1 INCREASING DEMAND FOR CLOUD COMPUTING AND GROWING USE OF SMARTPHONES 105
TABLE 50 LARGE ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 106
TABLE 51 LARGE ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 106
10.3 SMALL AND MEDIUM-SIZED ENTERPRISES 106
10.3.1 COST-EFFECTIVENESS AND INCREASED PRODUCTIVITY TO DRIVE DEMAND FOR DATA CATALOG SOLUTIONS AMONG SMES 106
TABLE 52 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 107
TABLE 53 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 107
11 DATA CATALOG MARKET, BY VERTICAL 108
11.1 INTRODUCTION 109
11.1.1 VERTICAL: CATALOG MANAGEMENT SYSTEMS MARKET DRIVERS 109
FIGURE 37 RETAIL AND ECOMMERCE SEGMENT TO EXHIBIT HIGHEST GROWTH DURING FORECAST PERIOD 109
TABLE 54 DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 110
TABLE 55 DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 110
11.2 MANUFACTURING 111
11.2.1 DATA CATALOG SOLUTIONS HELP MANUFACTURERS GAIN BETTER BUSINESS INSIGHTS 111
TABLE 56 MANUFACTURING: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 111
TABLE 57 MANUFACTURING: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 111
11.3 HEALTHCARE AND LIFE SCIENCES 112
11.3.1 DATA SOLUTIONS GIVE DOCTORS REAL-TIME ACCESS TO MEDICAL DATA 112
TABLE 58 HEALTHCARE AND LIFE SCIENCES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 112
TABLE 59 HEALTHCARE AND LIFE SCIENCES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 112
11.4 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 113
11.4.1 INCREASING DEMAND FOR DIGITAL BANKING SOLUTIONS 113
TABLE 60 BFSI: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 113
TABLE 61 BFSI: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 113
11.5 TRANSPORTATION AND LOGISTICS 114
11.5.1 NEED TO IMPROVE CORE TRANSPORTATION AND LOGISTICS OPERATIONS 114
TABLE 62 TRANSPORTATION AND LOGISTICS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 114
TABLE 63 TRANSPORTATION AND LOGISTICS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 114
11.6 MEDIA AND ENTERTAINMENT 115
11.6.1 NEED FOR DATA SOLUTIONS TO EXTRACT VALUABLE INFORMATION TO GAIN INSIGHTS 115
TABLE 64 MEDIA AND ENTERTAINMENT: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 115
TABLE 65 MEDIA AND ENTERTAINMENT: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 115
11.7 RETAIL AND ECOMMERCE 116
11.7.1 RAPID DIGITAL TRANSFORMATION TO DRIVE GROWTH 116
TABLE 66 RETAIL AND ECOMMERCE: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 116
TABLE 67 RETAIL AND ECOMMERCE: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 116
11.8 GOVERNMENT AND DEFENSE 117
11.8.1 ACCESSIBILITY ISSUES TACKLED IN GOVERNMENT SECTOR USING DATA CATALOG SOLUTIONS 117
TABLE 68 GOVERNMENT AND DEFENSE: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 117
TABLE 69 GOVERNMENT AND DEFENSE: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 117
11.9 TELECOM 118
11.9.1 NEED FOR ROBUST SYSTEM TO MANAGE MOBILE DATA TRAFFIC 118
TABLE 70 TELECOM: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 118
TABLE 71 TELECOM: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 118
11.10 ITES 119
11.10.1 NEED TO STANDARDIZE DATA QUALITY, GOVERNANCE, AND DATA PREPARATION PROCESSES 119
TABLE 72 ITES: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 119
TABLE 73 ITES: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 119
11.11 OTHER VERTICALS 120
TABLE 74 OTHER VERTICALS: DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 120
TABLE 75 OTHER VERTICALS: DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 120
12 DATA CATALOG MARKET, BY REGION 121
12.1 INTRODUCTION 122
FIGURE 38 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 122
TABLE 76 DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 122
TABLE 77 DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 123
FIGURE 39 ASIA PACIFIC TO RECORD HIGHEST GROWTH DURING FORECAST PERIOD 123
12.2 NORTH AMERICA 124
12.2.1 NORTH AMERICA: DATA CATALOG MARKET DRIVERS 124
FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT 125
TABLE 78 NORTH AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 125
TABLE 79 NORTH AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 126
TABLE 80 NORTH AMERICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 126
TABLE 81 NORTH AMERICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 126
TABLE 82 NORTH AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 126
TABLE 83 NORTH AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 127
TABLE 84 NORTH AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 127
TABLE 85 NORTH AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 127
TABLE 86 NORTH AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 127
TABLE 87 NORTH AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 128
TABLE 88 NORTH AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 128
TABLE 89 NORTH AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 128
TABLE 90 NORTH AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 129
TABLE 91 NORTH AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 129
TABLE 92 NORTH AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 130
TABLE 93 NORTH AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 130
12.2.2 US 130
12.2.2.1 Increasing adoption of self-service and data propagation analytics 130
TABLE 94 US: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 130
TABLE 95 US: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 131
TABLE 96 US: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 131
TABLE 97 US: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 131
12.2.3 CANADA 131
12.2.3.1 Growing need for transparency in financial services sector 131
TABLE 98 CANADA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 132
TABLE 99 CANADA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 132
TABLE 100 CANADA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 132
TABLE 101 CANADA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 132
12.3 EUROPE 133
12.3.1 EUROPE: DATA CATALOG MARKET DRIVERS 133
TABLE 102 EUROPE: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 133
TABLE 103 EUROPE: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133
TABLE 104 EUROPE: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 134
TABLE 105 EUROPE: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 134
TABLE 106 EUROPE: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 134
TABLE 107 EUROPE: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 134
TABLE 108 EUROPE: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 135
TABLE 109 EUROPE: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 135
TABLE 110 EUROPE: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 135
TABLE 111 EUROPE: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 135
TABLE 112 EUROPE: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 136
TABLE 113 EUROPE: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 136
TABLE 114 EUROPE: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 136
TABLE 115 EUROPE: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 137
TABLE 116 EUROPE: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 137
TABLE 117 EUROPE: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 137
12.3.2 UK 138
12.3.2.1 Increasing adoption of new technologies and innovations 138
TABLE 118 UK: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 138
TABLE 119 UK: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 138
TABLE 120 UK: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 138
TABLE 121 UK: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 139
12.3.3 GERMANY 139
12.3.3.1 Growth in digital transformation 139
TABLE 122 GERMANY: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 139
TABLE 123 GERMANY: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 140
TABLE 124 GERMANY: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 140
TABLE 125 GERMANY: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 140
12.3.4 FRANCE 140
12.3.4.1 Significant potential for growth of AI 140
TABLE 126 FRANCE: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 141
TABLE 127 FRANCE: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 141
TABLE 128 FRANCE: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 141
TABLE 129 FRANCE: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 141
12.3.5 REST OF EUROPE 142
12.4 ASIA PACIFIC 142
12.4.1 ASIA PACIFIC: DATA CATALOG MARKET DRIVERS 142
FIGURE 41 ASIA PACIFIC: MARKET SNAPSHOT 143
TABLE 130 ASIA PACIFIC: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 143
TABLE 131 ASIA PACIFIC: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 144
TABLE 132 ASIA PACIFIC: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 144
TABLE 133 ASIA PACIFIC: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 144
TABLE 134 ASIA PACIFIC: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 144
TABLE 135 ASIA PACIFIC: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 145
TABLE 136 ASIA PACIFIC: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 145
TABLE 137 ASIA PACIFIC: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 145
TABLE 138 ASIA PACIFIC: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 145
TABLE 139 ASIA PACIFIC: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 146
TABLE 140 ASIA PACIFIC: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 146
TABLE 141 ASIA PACIFIC: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 146
TABLE 142 ASIA PACIFIC: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 147
TABLE 143 ASIA PACIFIC: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 147
TABLE 144 ASIA PACIFIC: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 148
TABLE 145 ASIA PACIFIC: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 148
12.4.2 CHINA 148
12.4.2.1 Big data usage to transform traditional industry sectors 148
TABLE 146 CHINA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 149
TABLE 147 CHINA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 149
TABLE 148 CHINA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 149
TABLE 149 CHINA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 149
12.4.3 INDIA 150
12.4.3.1 Abundance of skilled labor and enhanced technological capabilities 150
TABLE 150 INDIA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 150
TABLE 151 INDIA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150
TABLE 152 INDIA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 150
TABLE 153 INDIA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 151
12.4.4 JAPAN 151
12.4.4.1 Growing need to deal with significant volume of data 151
TABLE 154 JAPAN: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 151
TABLE 155 JAPAN: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 151
TABLE 156 JAPAN: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 152
TABLE 157 JAPAN: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 152
12.4.5 REST OF ASIA PACIFIC 152
12.5 MIDDLE EAST AND AFRICA 152
12.5.1 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET DRIVERS 152
TABLE 158 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 153
TABLE 159 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 153
TABLE 160 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 153
TABLE 161 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 154
TABLE 162 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 154
TABLE 163 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 154
TABLE 164 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 154
TABLE 165 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 155
TABLE 166 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 155
TABLE 167 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 155
TABLE 168 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 155
TABLE 169 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156
TABLE 170 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 156
TABLE 171 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 157
TABLE 172 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 157
TABLE 173 MIDDLE EAST AND AFRICA: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 157
12.5.2 MIDDLE EAST 158
12.5.2.1 Increasing initiatives to change cloud computing landscape 158
TABLE 174 MIDDLE EAST: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 158
TABLE 175 MIDDLE EAST: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 158
TABLE 176 MIDDLE EAST: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 158
TABLE 177 MIDDLE EAST: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 159
12.5.3 AFRICA 159
12.5.3.1 High growth of complex corporate data 159
TABLE 178 AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 159
TABLE 179 AFRICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159
TABLE 180 AFRICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 160
TABLE 181 AFRICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 160
12.6 LATIN AMERICA 160
12.6.1 LATIN AMERICA: DATA CATALOG MARKET DRIVERS 160
TABLE 182 LATIN AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 161
TABLE 183 LATIN AMERICA: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 161
TABLE 184 LATIN AMERICA: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 161
TABLE 185 LATIN AMERICA: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 161
TABLE 186 LATIN AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 162
TABLE 187 LATIN AMERICA: DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 162
TABLE 188 LATIN AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 162
TABLE 189 LATIN AMERICA: DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 162
TABLE 190 LATIN AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 163
TABLE 191 LATIN AMERICA: DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 163
TABLE 192 LATIN AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 163
TABLE 193 LATIN AMERICA: DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 163
TABLE 194 LATIN AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 164
TABLE 195 LATIN AMERICA: DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 164
TABLE 196 LATIN AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 165
TABLE 197 LATIN AMERICA: DATA CATALOG MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 165
12.6.2 BRAZIL 165
12.6.2.1 Adoption of comprehensive approach to migrate to cloud 165
TABLE 198 BRAZIL: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 165
TABLE 199 BRAZIL: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 166
TABLE 200 BRAZIL: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 166
TABLE 201 BRAZIL: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 166
12.6.3 MEXICO 166
12.6.3.1 Good data management leads to improved customer experience 166
TABLE 202 MEXICO: DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 167
TABLE 203 MEXICO: DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 167
TABLE 204 MEXICO: DATA CATALOG MARKET, BY SERVICE, 2017–2021 (USD MILLION) 167
TABLE 205 MEXICO: DATA CATALOG MARKET, BY SERVICE, 2022–2027 (USD MILLION) 167
12.6.4 REST OF LATIN AMERICA 167
13 COMPETITIVE LANDSCAPE 168
13.1 OVERVIEW 168
13.2 STRATEGIES OF KEY PLAYERS 168
TABLE 206 OVERVIEW OF STRATEGIES ADOPTED BY KEY DATA CATALOG VENDORS 168
13.3 REVENUE ANALYSIS 170
13.3.1 HISTORICAL REVENUE ANALYSIS 171
FIGURE 42 HISTORICAL REVENUE ANALYSIS OF TWO LEADING PLAYERS, 2017–2021 (USD MILLION) 171
13.4 MARKET SHARE ANALYSIS 171
FIGURE 43 MARKET SHARE ANALYSIS FOR KEY COMPANIES 172
TABLE 207 DATA CATALOG MARKET: DEGREE OF COMPETITION 172
13.5 MARKET EVALUATION FRAMEWORK 173
FIGURE 44 MARKET EVALUATION FRAMEWORK: EXPANSIONS AND CONSOLIDATIONS IN DATA CATALOG MARKET, 2020-2022 173
13.6 COMPANY EVALUATION QUADRANT 173
13.6.1 STARS 174
13.6.2 EMERGING LEADERS 174
13.6.3 PERVASIVE PLAYERS 174
13.6.4 PARTICIPANTS 174
FIGURE 45 DATA CATALOG MARKET: COMPANY EVALUATION QUADRANT, 2022 175
13.7 COMPETITIVE BENCHMARKING 175
TABLE 208 COMPANY PRODUCT FOOTPRINT 175
TABLE 209 COMPANY REGION FOOTPRINT 176
13.8 STARTUP/SME EVALUATION QUADRANT 177
13.8.1 PROGRESSIVE COMPANIES 177
13.8.2 RESPONSIVE COMPANIES 177
13.8.3 DYNAMIC COMPANIES 177
13.8.4 STARTING BLOCKS 177
FIGURE 46 DATA CATALOG MARKET, STARTUP/SME EVALUATION QUADRANT, 2022 178
13.9 COMPETITIVE BENCHMARKING OF STARTUPS/SMES 179
TABLE 210 DATA CATALOG MARKET: DETAILED LIST OF KEY STARTUPS/SMES, 2022 179
TABLE 211 DATA CATALOG MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES], 2022 180
13.10 COMPETITIVE SCENARIOS AND TRENDS 180
13.10.1 PRODUCT LAUNCHES 180
TABLE 212 SERVICE/PRODUCT LAUNCHES, 2019–2022 181
13.10.2 DEALS 183
TABLE 213 DEALS, 2019–2022 183
14 COMPANY PROFILES 190
14.1 INTRODUCTION 190
14.2 MAJOR PLAYERS 190
(Business Overview, Solutions, Products & Services offered, Recent Developments, MnM View)*
14.2.1 IBM 190
TABLE 214 IBM: BUSINESS OVERVIEW 191
FIGURE 47 IBM: COMPANY SNAPSHOT 191
TABLE 215 IBM: PRODUCT OFFERED 192
TABLE 216 IBM: SERVICES OFFERED 192
TABLE 217 IBM: DEALS 192
14.2.2 MICROSOFT 194
TABLE 218 MICROSOFT: BUSINESS OVERVIEW 194
FIGURE 48 MICROSOFT: COMPANY SNAPSHOT 195
TABLE 219 MICROSOFT: PRODUCTS OFFERED 195
TABLE 220 MICROSOFT: DEALS 196
14.2.3 TIBCO SOFTWARE 197
TABLE 221 TIBCO SOFTWARE: BUSINESS OVERVIEW 197
TABLE 222 TIBCO SOFTWARE: PRODUCTS OFFERED 197
TABLE 223 TIBCO SOFTWARE: SERVICES OFFERED 197
TABLE 224 TIBCO SOFTWARE: DEALS 198
14.2.4 COLLIBRA 200
TABLE 225 COLLIBRA: BUSINESS OVERVIEW 200
TABLE 226 COLLIBRA: PRODUCTS OFFERED 200
TABLE 227 COLLIBRA: DEALS 200
14.2.5 ORACLE 202
TABLE 228 ORACLE: BUSINESS OVERVIEW 202
FIGURE 49 ORACLE: COMPANY SNAPSHOT 203
TABLE 229 ORACLE: PRODUCTS OFFERED 203
TABLE 230 ORACLE: SERVICES OFFERED 204
TABLE 231 ORACLE: SOLUTION LAUNCHES AND ENHANCEMENTS 204
TABLE 232 ORACLE: DEALS 204
14.2.6 INFORMATICA 206
TABLE 233 INFORMATICA: BUSINESS OVERVIEW 206
TABLE 234 INFORMATICA: PRODUCTS OFFERED 206
TABLE 235 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS 207
TABLE 236 INFORMATICA: DEALS 207
14.2.7 ALATION 209
TABLE 237 ALATION: BUSINESS OVERVIEW 209
TABLE 238 ALATION: PRODUCTS OFFERED 209
TABLE 239 ALATION: PRODUCTS LAUNCHES AND ENHANCEMENTS 210
TABLE 240 ALATION: DEALS 210
14.2.8 GOOGLE 212
TABLE 241 GOOGLE: BUSINESS OVERVIEW 212
FIGURE 50 GOOGLE: COMPANY SNAPSHOT 213
TABLE 242 GOOGLE: PRODUCTS OFFERED 213
TABLE 243 GOOGLE: SOLUTION LAUNCHES AND ENHANCEMENTS 214
TABLE 244 GOOGLE: DEALS 214
14.2.9 CLOUDERA 215
TABLE 245 CLOUDERA: BUSINESS OVERVIEW 215
FIGURE 51 CLOUDERA: COMPANY SNAPSHOT 216
TABLE 246 CLOUDERA: PRODUCTS OFFERED 216
TABLE 247 CLOUDERA: SOLUTION LAUNCHES AND ENHANCEMENTS 217
TABLE 248 CLOUDERA: DEALS 217
14.2.10 ALTERYX 218
TABLE 249 ALTERYX: BUSINESS OVERVIEW 218
TABLE 250 ALTERYX: PRODUCTS OFFERED 219
TABLE 251 ALTERYX: DEALS 219
14.2.11 TALEND 221
TABLE 252 TALEND: BUSINESS OVERVIEW 221
TABLE 253 TALEND: PRODUCTS OFFERED 221
TABLE 254 TALEND: SOLUTION LAUNCHES AND ENHANCEMENTS 222
TABLE 255 TALEND: DEALS 222
14.2.12 ATACCAMA 223
TABLE 256 ATACCAMA: BUSINESS OVERVIEW 223
TABLE 257 ATACCAMA: PRODUCTS OFFERED 223
TABLE 258 ATACCAMA: SOLUTION LAUNCHES AND ENHANCEMENTS 224
TABLE 259 ATACCAMA: DEALS 224
14.2.13 ZALONI 225
TABLE 260 ZALONI: BUSINESS OVERVIEW 225
TABLE 261 ZALONI: PRODUCTS OFFERED 225
TABLE 262 ZALONI: DEALS 226
*Details on Business Overview, Solutions, Products & Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
14.3 SMES/STARTUPS 227
14.3.1 DENODO 227
14.3.2 TABLEAU 228
14.3.3 AWS 228
14.3.4 CAMBRIDGE SEMANTICS 229
14.3.5 ERWIN BY QUEST 229
14.3.6 TAMR 230
14.3.7 DATA.WORLD 230
14.3.8 ALEX SOLUTIONS 231
14.3.9 OCTOPAI 231
14.3.10 IMMUTA 232
14.3.11 SOLIDATUS 232
14.3.12 ZEENEA 233
14.3.13 ATLAN 233
14.3.14 STEMMA 234
14.3.15 CASTOR 234
15 ADJACENT/RELATED MARKETS 235
15.1 DATA GOVERNANCE MARKET – GLOBAL FORECAST TO 2025 235
15.1.1 MARKET DEFINITION 235
15.1.2 MARKET OVERVIEW 235
15.1.2.1 Data governance market, by application 235
TABLE 263 DATA GOVERNANCE MARKET, BY APPLICATION, 2014–2019 (USD MILLION) 235
TABLE 264 DATA GOVERNANCE MARKET, BY APPLICATION, 2019–2025 (USD MILLION) 236
15.1.2.2 Data governance market, by component 236
TABLE 265 DATA GOVERNANCE MARKET, BY COMPONENT, 2014–2019 (USD MILLION) 236
TABLE 266 DATA GOVERNANCE MARKET, BY COMPONENT, 2019–2025 (USD MILLION) 237
15.1.2.3 Data governance market, by deployment model 237
TABLE 267 DATA GOVERNANCE MARKET, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION) 237
TABLE 268 DATA GOVERNANCE MARKET, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION) 237
15.1.2.4 Data governance market, by organization size 237
TABLE 269 DATA GOVERNANCE MARKET, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 238
TABLE 270 DATA GOVERNANCE MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 238
15.1.2.5 Data governance market, by vertical 238
TABLE 271 DATA GOVERNANCE MARKET, BY VERTICAL, 2014–2019 (USD MILLION) 239
TABLE 272 DATA GOVERNANCE MARKET, BY VERTICAL, 2019–2025 (USD MILLION) 239
15.1.2.6 Data governance market, by region 240
TABLE 273 DATA GOVERNANCE MARKET, BY REGION, 2014–2019 (USD MILLION) 240
TABLE 274 DATA GOVERNANCE MARKET, BY REGION, 2019–2025 (USD MILLION) 240
15.1.3 DATA DISCOVERY MARKET – GLOBAL FORECAST TO 2025 241
15.1.3.1 Market definition 241
15.1.3.2 Market overview 241
15.1.3.3 Data discovery market, by component 241
TABLE 275 DATA DISCOVERY MARKET, BY COMPONENT, 2014–2019 (USD MILLION) 241
TABLE 276 DATA DISCOVERY MARKET, BY COMPONENT, 2019–2025 (USD MILLION) 242
TABLE 277 DATA DISCOVERY MARKET, BY SERVICE, 2014–2019 (USD MILLION) 242
TABLE 278 DATA DISCOVERY MARKET, BY SERVICE, 2019–2025 (USD MILLION) 242
TABLE 279 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET, BY TYPE, 2014–2019 (USD MILLION) 243
TABLE 280 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET, BY TYPE, 2019–2025 (USD MILLION) 243
15.1.3.4 Data discovery market, by organization size 243
TABLE 281 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 244
TABLE 282 DATA DISCOVERY MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 244
15.1.3.5 Data discovery market, by deployment mode 244
TABLE 283 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 244
TABLE 284 DATA DISCOVERY MARKET, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 245
TABLE 285 CLOUD: DATA DISCOVERY MARKET, BY TYPE, 2014–2019 (USD MILLION) 245
TABLE 286 CLOUD: DATA DISCOVERY MARKET, BY TYPE, 2019–2025 (USD MILLION) 245
15.1.3.6 Data discovery market, by functionality 246
TABLE 287 DATA DISCOVERY MARKET, BY FUNCTIONALITY, 2014–2019 (USD MILLION) 246
TABLE 288 DATA DISCOVERY MARKET, BY FUNCTIONALITY, 2019–2025 (USD MILLION) 246
15.1.3.7 Data discovery market, by application 247
TABLE 289 DATA DISCOVERY MARKET, BY APPLICATION, 2014–2019 (USD MILLION) 247
TABLE 290 DATA DISCOVERY MARKET, BY APPLICATION, 2019–2025 (USD MILLION) 247
15.1.3.8 Data discovery market, by vertical 248
TABLE 291 DATA DISCOVERY MARKET, BY VERTICAL, 2014–2019 (USD MILLION) 248
TABLE 292 DATA DISCOVERY MARKET, BY VERTICAL, 2019–2025 (USD MILLION) 249
15.1.3.9 Data discovery market, by region 249
TABLE 293 DATA DISCOVERY MARKET, BY REGION, 2014–2019 (USD MILLION) 249
TABLE 294 DATA DISCOVERY MARKET, BY REGION, 2019–2025 (USD MILLION) 250
16 APPENDIX 251
16.1 DISCUSSION GUIDE 251
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 254
16.3 CUSTOMIZATION OPTIONS 256
16.4 RELATED REPORTS 256
16.5 AUTHOR DETAILS 257