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マスターデータ管理市場：コンポーネント、組織規模（中小企業＆大企業）、導入形態（クラウド＆オンプレミス）、業種（BFSI＆ヘルスケア）、地域（北米、欧州、APAC、MEA、中南米）別 - 2027年までの世界予測


Master Data Management Market by Component, Organization Size (SMEs & Large Enterprises), Deployment Mode (Cloud & On-premises), Vertical (BFSI & Healthcare), and Region (North America, Europe, APAC, MEA, Latin America) - Global Forecast to 2027

マスターデータ管理の市場規模は、2022年の167億米ドルから2027年には345億米ドルへと、予測期間中に15.7%の複合年間成長率（CAGR）で拡大すると予測されます。コンプライアンスに対するニーズの高まり、データ管... もっと見る

　

　

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MarketsandMarkets
マーケッツアンドマーケッツ 		2022年5月18日 US$4,950
シングルユーザライセンス
ライセンス・価格情報・注文方法はこちら 		279 408 英語

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サマリー

マスターデータ管理の市場規模は、2022年の167億米ドルから2027年には345億米ドルへと、予測期間中に15.7%の複合年間成長率（CAGR）で拡大すると予測されます。コンプライアンスに対するニーズの高まり、データ管理のためのデータ品質ツールの使用の増加、複数ドメインのマスターデータ管理に対する傾向の高まりなど、さまざまな要因がマスターデータ管理の技術やサービスの採用を促進すると予想されます。
IBMによると、マスターデータ管理（MDM）は、組織の重要なデータを定義し、管理するための包括的な手法です。MDMは、企業全体にわたるデータの信頼できる単一のビュー、機敏なセルフサービスアクセス、分析的なグラフベースの探索、ガバナンス、およびユーザーフレンドリーなダッシュボードを提供します。さらに、MDMはデータの360度ビューを提供し、ユーザーはセルフサービス分析を通じてより良いビジネスインサイトを提供することが可能になります。
マスターデータ管理市場は、コンプライアンスの必要性の高まりや、マルチドメインのマスターデータ管理に対する傾向の高まりなど、いくつかの要因によって成長すると予想されます。組織内外でマスターデータの記録を閲覧できる環境が整いつつあるため、データの信憑性と正確性を維持するための認証プロセスが必要になっています。そのため、組織はMDMソリューションに統合データガバナンスモデルを導入しています。現在、ユーザーは統合されたマルチドメインMDMソリューションを好み、さまざまな種類の情報ポリシーの遵守を支援し、データ管理の技術的な問題を解決するのに役立っています。そのため、データガバナンスの標準化が進み、MDMソリューションの市場導入が進んでいます。
COVID-19の大流行がマスターデータ管理市場に影響を与えています。しかし、企業は依然としてMDMソフトウェアを活用して、リアルタイムの需要を分析し、ネットワークトラフィックを管理し、垂直方向の上流、中流、下流プロセスでバランスの取れたアプローチを確保しています。企業は、データの可視化、シミュレーションとシナリオの開発、さまざまなビジネスプロセスのデータ分析機能、回帰分析、過去のトレンド分析と予測、クラスタリングとセグメンテーション、標準化されたレポートなどを備えたリアルタイムMDMソリューションに注目することになります。ほとんどのソリューションプロバイダーはこのことに気づき、これらの機能を備えたソリューションの実装を開始し、顧客を支援しています。

サービス分野は予測期間中に高いCAGRで成長する
MDM市場は、コンポーネントに基づいて、ソリューションとサービスに区分される。予測期間中は、サービスセグメントのCAGRが最も大きくなると予測される。サービスは、MDM市場において非常に重要な役割を担っており、あらゆるソフトウェアを効果的に機能させるための中核的なコンポーネントとみなされています。クラウドベースのサービスに対する需要の高まりと、MDMソリューションの採用率の上昇が、サービス分野の成長を促進しています。サービスの効率的な提供は、システムの信頼性、運用効率、コスト管理の向上に役立つ。

予測期間中、オンプレミス部門が最大の市場規模を持つ見込み
MDM市場は、導入形態により、クラウドとオンプレミスに区分されます。オンプレミス型では、ソフトウェアが顧客のサーバーにインストールされるのに対し、クラウド型では、ソフトウェアがオフプレミスにある専用機器にホストされます。オンプレミス型は、お客様のデータセンターで動作し、MDMのすべての側面を制御・管理することができます。オンプレミス型MDMは、伝統的な導入モデルであり、現在では好ましい方法とされています。

アジア太平洋地域が予測期間中に最も高いCAGRを維持
アジア太平洋地域のMDM市場は、同地域における工業化の進展により、2018年から2023年にかけて最も高いCAGRで成長すると予測されます。また、同市場は、MDMソリューションの大幅な導入を占めると予想されます。当初、同地域のデータ管理は未熟な規律に従っていました。しかし、ビジネスの生産性向上に対する意識の高まりと、同地域のベンダーが提供する優れた設計のMDMソリューションにより、アジア太平洋地域は非常に有望な市場になってきています。




主な内訳
マスターデータ管理市場で事業を展開する様々な主要組織のCEO（最高経営責任者）、イノベーション・技術責任者、システムインテグレーター、経営幹部に対して詳細なインタビューを実施した。
企業別ティアI：35％、ティアII：45％、ティアIII：20
役職別C-レベルエグゼクティブ役職別：Cレベル35％、Dレベル25％、マネージャー40
地域別APAC: 25%, ヨーロッパ: 30%, 北米: 30%, MEA: 10%, ラテンアメリカ: 5
本レポートでは、マスターデータ管理のソリューションやサービスを提供する主要企業の調査も行っています。マスターデータ管理市場の主要ベンダーのプロフィールを掲載しています。マスターデータ管理市場の主要プレイヤーは、IBM（米国）、Oracle（米国）、SAP（ドイツ）、SAS（米国）、TIBCO Software（米国）、Informatica（米国）、Talend（米国）、Cloudera（米国）、Riversand（米国）、SyncForce（米国）、Stibo Systems（デンマーク）等です。
調査対象範囲
本市場調査は、セグメントにわたるマスターデータ管理市場を対象としています。コンポーネント、マッピングタイプ、アプリケーション、業種、地域など、さまざまなセグメントにおける市場規模や成長性を推定することを目的としています。また、市場の主要企業の詳細な競合分析、企業プロファイル、製品や事業の提供に関する主な見解、最近の開発、主要な市場戦略などを掲載しています。
本レポートを購入する主な利点
本レポートは、この市場における市場リーダー/新規参入者に、マスターデータ管理市場全体とそのサブセグメントに関する収益数の最も近い概算に関する情報を提供するものと思われます。利害関係者が競争状況を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立つと思われます。また、利害関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

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目次

1 INTRODUCTION 46
1.1 OBJECTIVES OF STUDY 46
1.2 MARKET DEFINITION 46
1.2.1 INCLUSIONS AND EXCLUSIONS 47
1.3 MARKET SCOPE 47
1.3.1 MARKET SEGMENTATION 47
1.3.2 YEARS CONSIDERED FOR STUDY 48
1.4 CURRENCY CONSIDERED 48
1.5 STAKEHOLDERS 48
1.6 SUMMARY OF CHANGES 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 GLOBAL MASTER DATA MANAGEMENT MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
2.1.2.1 Breakup of primary profiles 51
2.1.2.2 Key industry insights 52
2.2 MARKET BREAKUP AND DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTION/SERVICES OF MASTER DATA MANAGEMENT MARKET 54
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTION/SERVICES OF MASTER DATA MANAGEMENT MARKET 54
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF MASTER DATA MANAGEMENT THROUGH OVERALL MASTER DATA MANAGEMENT SPENDING 55
FIGURE 5 MASTER DATA MANAGEMENT MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 56
2.3.1 TOP-DOWN APPROACH 56
2.3.2 BOTTOM-UP APPROACH 56
2.4 MARKET FORECAST 57
TABLE 1 FACTOR ANALYSIS 57
2.5 ASSUMPTIONS FOR STUDY 58
2.6 LIMITATIONS OF STUDY 59
3 EXECUTIVE SUMMARY 60
TABLE 2 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE,
2016–2021 (USD MILLION, Y-O-Y %) 61
TABLE 3 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE,
2022–2027 (USD MILLION, Y-O-Y %) 61
FIGURE 6 SOLUTION SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 61
FIGURE 7 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 62
FIGURE 8 ON-PREMISES DEPLOYMENT TYPE TO HOLD LARGER MARKET SIZE IN 2022 62
FIGURE 9 HEALTHCARE VERTICAL TO HOLD HIGHEST CAGR DURING FORECAST PERIOD 63
FIGURE 10 NORTH AMERICA TO HOLD LARGEST MARKET SHARE, AND ASIA PACIFIC TO HOLD HIGHEST CAGR IN MASTER DATA MANAGEMENT MARKET IN 2022 63
4 PREMIUM INSIGHTS 64
4.1 ATTRACTIVE OPPORTUNITIES IN MASTER DATA MANAGEMENT MARKET 64
FIGURE 11 RISING NEED FOR COMPLIANCE TO DRIVE MASTER DATA MANAGEMENT MARKET GROWTH DURING FORECAST PERIOD 64
4.2 MASTER DATA MANAGEMENT MARKET, BY VERTICAL 64
FIGURE 12 BANKING, FINANCIAL SERVICES, AND INSURANCE SEGMENT TO REGISTER LARGEST MARKET SHARE DURING FORECAST PERIOD 64
4.3 MASTER DATA MANAGEMENT MARKET, BY REGION 65
FIGURE 13 NORTH AMERICA TO REGISTER LARGEST MARKET SHARE DURING FORECAST PERIOD 65
4.4 MASTER DATA MANAGEMENT MARKET: COMPONENTS AND TOP THREE VERTICALS 65
FIGURE 14 SOLUTION SEGMENT AND BANKING, FINANCIAL SERVICES, & INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARES IN 2022 65
5 MARKET OVERVIEW AND INDUSTRY TRENDS 66
5.1 INTRODUCTION 66
5.2 MARKET DYNAMICS 66
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: MASTER DATA MANAGEMENT MARKET 66
5.2.1 DRIVERS 67
5.2.1.1 Increase in the use of data quality tools for data management 67
5.2.1.2 Rising need for compliance 67
5.2.2 RESTRAINTS 67
5.2.2.1 Data security concerns 67
5.2.3 OPPORTUNITIES 68
5.2.3.1 Incorporation of new technologies with master data management 68
5.2.3.2 Trend towards multi-domain master data management 68
5.2.4 CHALLENGES 68
5.2.4.1 Diversified data regulations and legislation across different verticals and regions 68
5.2.4.2 Network slowdown due to COVID-19 pandemic to impact the master data management market significantly 69
5.2.5 CUMULATIVE GROWTH ANALYSIS 69
5.3 MASTER DATA MANAGEMENT: EVOLUTION 70
FIGURE 16 EVOLUTION OF MASTER DATA MANAGEMENT 70
5.4 CASE STUDIES 71
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 71
5.4.1.1 Use Case 1: Raiffeisen Bank used Ataccama ONE to power its operations, prevent fraud, and facilitate regulatory compliance 71
5.4.2 INFORMATION TECHNOLOGY AND TELECOMMUNICATION 71
5.4.2.1 Use Case 2: Avast used Ataccama ONE to improve its customer experience and ensure compliance with data privacy 71
5.4.3 RETAIL AND CONSUMER GOODS 72
5.4.3.1 Use Case 3: 1-800-Flowers.com used IBM InfoSphere Master Data Management to assist customers find right gifts 72
5.4.4 GOVERNMENT AND DEFENSE 72
5.4.4.1 Use Case 4: CAK used TIBCO MDM to better interact with citizens of Holland and other governmental agencies 72
5.4.5 MANUFACTURING 73
5.4.5.1 Use Case 5: Goya Foods used TIBCO MDM to enhance quality of data on its products 73
5.4.6 HEALTHCARE 73
5.4.6.1 Use Case 6: Hackensack Meridian used Informatica MDM to manage complex soils of data 73
5.4.7 ENERGY AND UTILITIES 74
5.4.7.1 Use Case 7: Fjordkraft used Informatica Master Data Management to consolidate, deduplicate, and master customer data 74
5.5 TECHNOLOGY ANALYSIS 74
5.5.1 AI, ML, AND MASTER DATA MANAGEMENT 75
5.5.2 CLOUD COMPUTING AND MASTER DATA MANAGEMENT 75
5.5.3 BIG DATA & ANALYTICS AND MASTER DATA MANAGEMENT 75
5.6 PORTER’S FIVE FORCES ANALYSIS 76
TABLE 4 IMPACT OF EACH FORCE ON THE MASTER DATA MANAGEMENT MARKET 76
FIGURE 17 PORTER’S FIVE FORCES ANALYSIS: MASTER DATA MANAGEMENT MARKET 76
5.6.1 THREAT FROM NEW ENTRANTS 77
5.6.2 THREAT FROM SUBSTITUTES 77
5.6.3 BARGAINING POWER OF SUPPLIERS 77
5.6.4 BARGAINING POWER OF BUYERS 77
5.6.5 INTENSITY OF COMPETITIVE RIVALRY 78
5.7 SUPPLY/VALUE CHAIN ANALYSIS 78
FIGURE 18 SUPPLY/VALUE CHAIN ANALYSIS 78
5.8 PATENT ANALYSIS 79
5.8.1 METHODOLOGY 79
5.8.2 DOCUMENT TYPE 79
TABLE 5 PATENTS FILED, 2020–2022 79
5.8.3 INNOVATION AND PATENT APPLICATIONS 79
FIGURE 19 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 79
5.8.3.1 Top applicants 80
FIGURE 20 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 80
5.9 MDM ECOSYSTEM 80
TABLE 6 MDM MARKET: ECOSYSTEM 80
5.10 PRICING MODEL ANALYSIS 81
TABLE 7 PRICING MODEL 82
5.11 REGULATORY IMPLICATIONS 82
5.11.1 GENERAL DATA PROTECTION REGULATION 82
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 82
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 83
5.11.4 SARBANES-OXLEY ACT OF 2002 83
5.11.5 SOC 2 TYPE II COMPLIANCE 83
5.11.6 ISO/IEC 27001 83
5.11.7 THE GRAMM–LEACH–BLILEY ACT 84
5.12 MDM MARKET: COVID-19 IMPACT 84
FIGURE 21 MASTER DATA MANAGEMENT MARKET TO DECLINE DURING 2022-2027 85
5.13 TARIFF AND REGULATORY LANDSCAPE 85
5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
5.13.2 NORTH AMERICA: TARIFFS AND REGULATIONS 88
5.13.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 88
5.13.2.2 Gramm-Leach-Bliley (GLB) Act 88
5.13.2.3 HIPAA of 1996 88
5.13.2.4 Federal Information Security Management Act (FISMA) 88
5.13.2.5 Federal Information Processing Standards (FIPS) 89
5.13.2.6 California Consumer Privacy Act (CSPA) 89
5.13.3 EUROPE: TARIFFS AND REGULATIONS 89
5.13.3.1 GDPR 2016/679 is a regulation in the EU 89
5.13.3.2 General Data Protection Regulation 90
5.13.3.3 European Committee for Standardization (CEN) 90
5.13.3.4 European Technical Standards Institute (ETSI) 90
6 MASTER DATA MANAGEMENT MARKET, BY COMPONENT 91
6.1 INTRODUCTION 92
6.1.1 COMPONENT: MASTER DATA MANAGEMENT MARKET DRIVERS 92
6.1.2 COMPONENTS: COVID-19 IMPACT 92
FIGURE 22 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 93
TABLE 13 MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 93
TABLE 14 MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 93
6.2 SOLUTION 94
TABLE 15 SOLUTION: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 94
TABLE 16 SOLUTION: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 94
TABLE 17 SOLUTION: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 95
TABLE 18 SOLUTION: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 19 SOLUTION: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 95
TABLE 20 SOLUTION: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 21 SOLUTION: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 96
TABLE 22 SOLUTION: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 96
TABLE 23 SOLUTION: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 96
TABLE 24 SOLUTION: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 97
TABLE 25 SOLUTION: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 97
TABLE 26 SOLUTION: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 97
6.3 SERVICES 98
TABLE 27 SERVICES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 98
TABLE 28 SERVICES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 98
TABLE 29 SERVICES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 98
TABLE 30 SERVICES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 31 SERVICES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 99
TABLE 32 SERVICES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 33 SERVICES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 100
TABLE 34 SERVICES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 100
TABLE 35 SERVICES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 100
TABLE 36 SERVICES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 101
TABLE 37 SERVICES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 101
TABLE 38 SERVICES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 101
6.3.1 CONSULTING SERVICES 101
6.3.2 INTEGRATION SERVICES 102
6.3.3 TRAINING AND SUPPORT SERVICES 102
7 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE 103
7.1 INTRODUCTION 104
7.1.1 DEPLOYMENT TYPE: MASTER DATA MANAGEMENT MARKET DRIVERS 104
7.1.2 DEPLOYMENT TYPE: COVID-19 IMPACT 104
FIGURE 23 CLOUD SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 105
TABLE 39 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE,
2016–2021 (USD MILLION) 105
TABLE 40 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE,
2022–2027 (USD MILLION) 105
7.2 CLOUD 105
TABLE 41 CLOUD: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 106
TABLE 42 CLOUD: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 106
TABLE 43 CLOUD: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 106
TABLE 44 CLOUD: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 45 CLOUD: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 107
TABLE 46 CLOUD: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 47 CLOUD: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 108
TABLE 48 CLOUD: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 108
TABLE 49 CLOUD: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET,
BY COUNTRY, 2016–2021 (USD MILLION) 108
TABLE 50 CLOUD: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET,
BY COUNTRY, 2022–2027 (USD MILLION) 109
TABLE 51 CLOUD: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 109
TABLE 52 CLOUD: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 109
7.3 ON-PREMISES 110
TABLE 53 ON-PREMISES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 110
TABLE 54 ON-PREMISES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 110
TABLE 55 ON-PREMISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 111
TABLE 56 ON-PREMISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 111
TABLE 57 ON-PREMISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 111
TABLE 58 ON-PREMISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 111
TABLE 59 ON-PREMISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 112
TABLE 60 ON-PREMISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 112
TABLE 61 ON-PREMISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 112
TABLE 62 ON-PREMISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 113
TABLE 63 ON-PREMISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 113
TABLE 64 ON-PREMISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 113
8 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE 114
8.1 INTRODUCTION 115
8.1.1 ORGANIZATION SIZE: MASTER DATA MANAGEMENT MARKET DRIVERS 115
8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 116
FIGURE 24 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 116
TABLE 65 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE,
2016–2021 (USD MILLION) 116
TABLE 66 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE,
2022–2027 (USD MILLION) 116
8.2 LARGE ENTERPRISES 117
TABLE 67 LARGE ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 117
TABLE 68 LARGE ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 117
TABLE 69 LARGE ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 118
TABLE 70 LARGE ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 118
TABLE 71 LARGE ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 118
TABLE 72 LARGE ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 118
TABLE 73 LARGE ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 119
TABLE 74 LARGE ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 119
TABLE 75 LARGE ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 119
TABLE 76 LARGE ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 120
TABLE 77 LARGE ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 120
TABLE 78 LARGE ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 120
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 120
TABLE 79 SMALL AND MEDIUM-SIZED ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 121
TABLE 80 SMALL AND MEDIUM-SIZED ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 121
TABLE 81 SMALL AND MEDIUM-SIZED ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 121
TABLE 82 SMALL AND MEDIUM-SIZED ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 122
TABLE 83 SMALL AND MEDIUM-SIZED ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 122
TABLE 84 SMALL AND MEDIUM-SIZED ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 122
TABLE 85 SMALL AND MEDIUM-SIZED ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 123
TABLE 86 SMALL AND MEDIUM-SIZED ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 123
TABLE 87 SMALL AND MEDIUM-SIZED ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 123
TABLE 88 SMALL AND MEDIUM-SIZED ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 124
TABLE 89 SMALL AND MEDIUM-SIZED ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 124
TABLE 90 SMALL AND MEDIUM-SIZED ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 124
9 MASTER DATA MANAGEMENT MARKET, BY VERTICAL 125
9.1 INTRODUCTION 126
9.1.1 VERTICAL: COVID-19 IMPACT 126
9.1.2 VERTICAL: MASTER DATA MANAGEMENT MARKET DRIVERS 126
FIGURE 25 HEALTHCARE VERTICAL TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 127
TABLE 91 MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 128
TABLE 92 MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 128
9.2 BANKING, FINANCIAL SERVICES, & INSURANCE 129
TABLE 93 BANKING, FINANCIAL SERVICES, & INSURANCE: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 129
TABLE 94 BANKING, FINANCIAL SERVICES, & INSURANCE: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 129
9.3 GOVERNMENT 130
TABLE 95 GOVERNMENT: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 130
TABLE 96 GOVERNMENT: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 130
9.4 RETAIL 131
TABLE 97 RETAIL: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 131
TABLE 98 RETAIL: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 131
9.5 IT & TELECOM 132
TABLE 99 IT & TELECOM: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 132
TABLE 100 IT & TELECOM: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 132
9.6 MANUFACTURING 133
TABLE 101 MANUFACTURING: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 133
TABLE 102 MANUFACTURING: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 133
9.7 ENERGY & UTILITIES 134
TABLE 103 ENERGY & UTILITIES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 134
TABLE 104 ENERGY & UTILITIES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 134
9.8 HEALTHCARE 135
TABLE 105 HEALTHCARE: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 135
TABLE 106 HEALTHCARE: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 135
9.9 OTHER VERTICALS 136
TABLE 107 OTHER VERTICALS: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 136
TABLE 108 OTHER VERTICALS: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 136
10 MASTER DATA MANAGEMENT MARKET, BY REGION 137
10.1 INTRODUCTION 138
10.1.1 REGION: COVID-19 EFFECT 138
FIGURE 26 NORTH AMERICA TO LEAD MASTER DATA MANAGEMENT MARKET DURING FORECAST PERIOD 139
FIGURE 27 INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 139
TABLE 109 MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 140
TABLE 110 MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 140
10.2 NORTH AMERICA 140
10.2.1 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET DRIVERS 141
FIGURE 28 NORTH AMERICA: MARKET SNAPSHOT 141
TABLE 111 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 142
TABLE 112 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 142
TABLE 113 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 142
TABLE 114 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 142
TABLE 115 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 143
TABLE 116 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 143
TABLE 117 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 143
TABLE 118 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 144
TABLE 119 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 144
TABLE 120 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 144
10.2.2 UNITED STATES 144
TABLE 121 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 145
TABLE 122 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 145
TABLE 123 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 145
TABLE 124 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 145
TABLE 125 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 146
TABLE 126 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 146
10.2.3 CANADA 146
TABLE 127 CANADA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 146
TABLE 128 CANADA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 147
TABLE 129 CANADA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 147
TABLE 130 CANADA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 147
TABLE 131 CANADA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 147
TABLE 132 CANADA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 148
10.3 EUROPE 148
10.3.1 EUROPE: MASTER DATA MANAGEMENT MARKET DRIVERS 148
TABLE 133 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 149
TABLE 134 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 149
TABLE 135 EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 149
TABLE 136 EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 149
TABLE 137 EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 150
TABLE 138 EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 150
TABLE 139 EUROPE: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 150
TABLE 140 EUROPE: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 151
TABLE 141 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2016–2021 (USD MILLION) 151
TABLE 142 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 151
10.3.2 UNITED KINGDOM 152
TABLE 143 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 152
TABLE 144 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 152
TABLE 145 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 152
TABLE 146 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 153
TABLE 147 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 153
TABLE 148 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 153
10.3.3 GERMANY 153
TABLE 149 GERMANY: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 154
TABLE 150 GERMANY: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,

2022–2027 (USD MILLION) 154
TABLE 151 GERMANY: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 154
TABLE 152 GERMANY: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 154
TABLE 153 GERMANY: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 155
TABLE 154 GERMANY: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 155
10.3.4 FRANCE 155
TABLE 155 FRANCE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 155
TABLE 156 FRANCE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 155
TABLE 157 FRANCE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 156
TABLE 158 FRANCE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 156
TABLE 159 FRANCE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 156
TABLE 160 FRANCE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156
10.3.5 REST OF EUROPE 157
TABLE 161 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 157
TABLE 162 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 157
TABLE 163 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 157
TABLE 164 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 157
TABLE 165 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 158
TABLE 166 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 158
10.4 ASIA PACIFIC 158
10.4.1 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET DRIVERS 158
FIGURE 29 ASIA PACIFIC: MARKET SNAPSHOT 159
TABLE 167 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159
TABLE 168 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 160
TABLE 169 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 160
TABLE 170 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 160
TABLE 171 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 160
TABLE 172 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 161
TABLE 173 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 161
TABLE 174 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 161
TABLE 175 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2016–2021 (USD MILLION) 162
TABLE 176 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 162
10.4.2 CHINA 162
TABLE 177 CHINA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 163
TABLE 178 CHINA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 163
TABLE 179 CHINA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 163
TABLE 180 CHINA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 163
TABLE 181 CHINA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 164
TABLE 182 CHINA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 164
10.4.3 INDIA 164
TABLE 183 INDIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 164
TABLE 184 INDIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 165
TABLE 185 INDIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE,
2016–2021 (USD MILLION) 165
TABLE 186 INDIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE,
2022–2027 (USD MILLION) 165
TABLE 187 INDIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 165
TABLE 188 INDIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 166
10.4.4 SINGAPORE 166
TABLE 189 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 166
TABLE 190 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 166
TABLE 191 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 167
TABLE 192 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 167
TABLE 193 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 167
TABLE 194 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 167
10.4.5 JAPAN 168
TABLE 195 JAPAN: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 168
TABLE 196 JAPAN: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 168
TABLE 197 JAPAN: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 168
TABLE 198 JAPAN: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 169
TABLE 199 JAPAN: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 169
TABLE 200 JAPAN: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 169
10.4.6 REST OF ASIA PACIFIC 169
TABLE 201 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 169
TABLE 202 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 170
TABLE 203 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 170
TABLE 204 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 170
TABLE 205 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 170
TABLE 206 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 171

　

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Summary

The master data management market size to grow from USD 16.7 billion in 2022 to USD 34.5 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 15.7% during the forecast period. Various factors such as rising need for compliance, increase in the use of data quality tools for data management, and rising trend towards multi-domain master data management are expected to drive the adoption of master data management technologies and services.
According to IBM, Master Data Management (MDM) is a comprehensive method to define and manage an organization’s critical data. It provides a single, trusted view of data across enterprises, agile self-service access, analytical graph-based exploration, governance, and a user-friendly dashboard. Moreover, MDM provides a 360-degree view of data and enables users to deliver better business insights through self-service analytics.
The master data management market is expected to grow owing to several factors, such as rising need for compliance and rising trend towards multi-domain master data management. The increasing availability and accessibility to view master data records within and beyond organizations are leading to the need for authorized processes to maintain the authenticity and accuracy of this data. Therefore, organizations are implementing integrated data governance models with their MDM solutions. Presently, users prefer integrated multi-domain MDM solutions assist them in the observance of various kinds of information policies and help them resolve technical data management issues. Hence, data governance is widely being standardized to increase the adoption of MDM solutions in the market.
The COVID-19 pandemic has affected the master data management market. However, companies are still leveraging MDM software to analyze real-time demand, manage network traffic, and ensure a balanced approach in upstream, midstream, and downstream processes across verticals. Companies would look out for real-time MDM solutions with data visualization, simulation and scenario developments, capabilities to analyze data in different business processes, regression analysis, historical trend analysis and forecasting, clustering and segmentation, and standardized reporting. Most solution providers have realized this and started implementing their solutions with these features to help their clients.

The Services segment to grow at higher CAGR during the forecast period
Based on component, the MDM market is segmented into solutions and services. The CAGR of the Services segment is estimated to be the largest during the forecast period. Services play a very important part in the MDM market, and are considered as the core components for the effective functioning of any software. The growing demand for cloud-based services and the rising adoption of MDM solutions are driving the growth of the services segment. The efficient delivery of services helps in improving system reliability, operational efficiency, and cost management.

The On-Premises segment to have the largest market size during the forecast period
Based on deployment type, the MDM market is segmented into cloud and on-premises. In on-premises deployment, software is installed on the customers’ server, whereas in cloud deployment, the software is hosted on dedicated equipment situated off-premises. On-premises deployment runs on customer data centers and allows them to control and manage all aspects of the MDM. On-premises deployment of MDM is a traditional deployment model and is presently the preferred method.

Asia Pacific to hold highest CAGR during the forecast period
The Asia Pacific MDM market is expected to grow at the highest CAGR of 24.0% from 2018 to 2023, due to growing industrialization in this region. This market is also expected to account for the significant adoption of MDM solutions. Initially, data management in this region followed an immature discipline. However, with the rising awareness about the increase in business productivity, supplemented with competently designed MDM solutions offered by vendors present in this region, is leading to Asia Pacific becoming a highly potential market.




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 master data management market.
 By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
 By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%
 By Region: APAC: 25%, Europe: 30%, North America: 30%, MEA: 10%, Latin America: 5%
The report includes the study of key players offering master data management solutions and services. It profiles major vendors in the master data management market. The major players in the master data management market include IBM (US), Oracle (US), SAP (Germany), SAS (US), TIBCO Software (US), Informatica (US), Talend (US), Cloudera (US), Riversand (US), SyncForce (US), and Stibo Systems (Denmark).
Research Coverage
The market study covers the master data management market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, mapping type, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, 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 would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall master data management market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.



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Table of Contents

1 INTRODUCTION 46
1.1 OBJECTIVES OF STUDY 46
1.2 MARKET DEFINITION 46
1.2.1 INCLUSIONS AND EXCLUSIONS 47
1.3 MARKET SCOPE 47
1.3.1 MARKET SEGMENTATION 47
1.3.2 YEARS CONSIDERED FOR STUDY 48
1.4 CURRENCY CONSIDERED 48
1.5 STAKEHOLDERS 48
1.6 SUMMARY OF CHANGES 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
FIGURE 1 GLOBAL MASTER DATA MANAGEMENT MARKET: RESEARCH DESIGN 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
2.1.2.1 Breakup of primary profiles 51
2.1.2.2 Key industry insights 52
2.2 MARKET BREAKUP AND DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTION/SERVICES OF MASTER DATA MANAGEMENT MARKET 54
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTION/SERVICES OF MASTER DATA MANAGEMENT MARKET 54
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF MASTER DATA MANAGEMENT THROUGH OVERALL MASTER DATA MANAGEMENT SPENDING 55
FIGURE 5 MASTER DATA MANAGEMENT MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 56
2.3.1 TOP-DOWN APPROACH 56
2.3.2 BOTTOM-UP APPROACH 56
2.4 MARKET FORECAST 57
TABLE 1 FACTOR ANALYSIS 57
2.5 ASSUMPTIONS FOR STUDY 58
2.6 LIMITATIONS OF STUDY 59
3 EXECUTIVE SUMMARY 60
TABLE 2 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE,
2016–2021 (USD MILLION, Y-O-Y %) 61
TABLE 3 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE,
2022–2027 (USD MILLION, Y-O-Y %) 61
FIGURE 6 SOLUTION SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 61
FIGURE 7 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2022 62
FIGURE 8 ON-PREMISES DEPLOYMENT TYPE TO HOLD LARGER MARKET SIZE IN 2022 62
FIGURE 9 HEALTHCARE VERTICAL TO HOLD HIGHEST CAGR DURING FORECAST PERIOD 63
FIGURE 10 NORTH AMERICA TO HOLD LARGEST MARKET SHARE, AND ASIA PACIFIC TO HOLD HIGHEST CAGR IN MASTER DATA MANAGEMENT MARKET IN 2022 63
4 PREMIUM INSIGHTS 64
4.1 ATTRACTIVE OPPORTUNITIES IN MASTER DATA MANAGEMENT MARKET 64
FIGURE 11 RISING NEED FOR COMPLIANCE TO DRIVE MASTER DATA MANAGEMENT MARKET GROWTH DURING FORECAST PERIOD 64
4.2 MASTER DATA MANAGEMENT MARKET, BY VERTICAL 64
FIGURE 12 BANKING, FINANCIAL SERVICES, AND INSURANCE SEGMENT TO REGISTER LARGEST MARKET SHARE DURING FORECAST PERIOD 64
4.3 MASTER DATA MANAGEMENT MARKET, BY REGION 65
FIGURE 13 NORTH AMERICA TO REGISTER LARGEST MARKET SHARE DURING FORECAST PERIOD 65
4.4 MASTER DATA MANAGEMENT MARKET: COMPONENTS AND TOP THREE VERTICALS 65
FIGURE 14 SOLUTION SEGMENT AND BANKING, FINANCIAL SERVICES, & INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARES IN 2022 65
5 MARKET OVERVIEW AND INDUSTRY TRENDS 66
5.1 INTRODUCTION 66
5.2 MARKET DYNAMICS 66
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: MASTER DATA MANAGEMENT MARKET 66
5.2.1 DRIVERS 67
5.2.1.1 Increase in the use of data quality tools for data management 67
5.2.1.2 Rising need for compliance 67
5.2.2 RESTRAINTS 67
5.2.2.1 Data security concerns 67
5.2.3 OPPORTUNITIES 68
5.2.3.1 Incorporation of new technologies with master data management 68
5.2.3.2 Trend towards multi-domain master data management 68
5.2.4 CHALLENGES 68
5.2.4.1 Diversified data regulations and legislation across different verticals and regions 68
5.2.4.2 Network slowdown due to COVID-19 pandemic to impact the master data management market significantly 69
5.2.5 CUMULATIVE GROWTH ANALYSIS 69
5.3 MASTER DATA MANAGEMENT: EVOLUTION 70
FIGURE 16 EVOLUTION OF MASTER DATA MANAGEMENT 70
5.4 CASE STUDIES 71
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 71
5.4.1.1 Use Case 1: Raiffeisen Bank used Ataccama ONE to power its operations, prevent fraud, and facilitate regulatory compliance 71
5.4.2 INFORMATION TECHNOLOGY AND TELECOMMUNICATION 71
5.4.2.1 Use Case 2: Avast used Ataccama ONE to improve its customer experience and ensure compliance with data privacy 71
5.4.3 RETAIL AND CONSUMER GOODS 72
5.4.3.1 Use Case 3: 1-800-Flowers.com used IBM InfoSphere Master Data Management to assist customers find right gifts 72
5.4.4 GOVERNMENT AND DEFENSE 72
5.4.4.1 Use Case 4: CAK used TIBCO MDM to better interact with citizens of Holland and other governmental agencies 72
5.4.5 MANUFACTURING 73
5.4.5.1 Use Case 5: Goya Foods used TIBCO MDM to enhance quality of data on its products 73
5.4.6 HEALTHCARE 73
5.4.6.1 Use Case 6: Hackensack Meridian used Informatica MDM to manage complex soils of data 73
5.4.7 ENERGY AND UTILITIES 74
5.4.7.1 Use Case 7: Fjordkraft used Informatica Master Data Management to consolidate, deduplicate, and master customer data 74
5.5 TECHNOLOGY ANALYSIS 74
5.5.1 AI, ML, AND MASTER DATA MANAGEMENT 75
5.5.2 CLOUD COMPUTING AND MASTER DATA MANAGEMENT 75
5.5.3 BIG DATA & ANALYTICS AND MASTER DATA MANAGEMENT 75
5.6 PORTER’S FIVE FORCES ANALYSIS 76
TABLE 4 IMPACT OF EACH FORCE ON THE MASTER DATA MANAGEMENT MARKET 76
FIGURE 17 PORTER’S FIVE FORCES ANALYSIS: MASTER DATA MANAGEMENT MARKET 76
5.6.1 THREAT FROM NEW ENTRANTS 77
5.6.2 THREAT FROM SUBSTITUTES 77
5.6.3 BARGAINING POWER OF SUPPLIERS 77
5.6.4 BARGAINING POWER OF BUYERS 77
5.6.5 INTENSITY OF COMPETITIVE RIVALRY 78
5.7 SUPPLY/VALUE CHAIN ANALYSIS 78
FIGURE 18 SUPPLY/VALUE CHAIN ANALYSIS 78
5.8 PATENT ANALYSIS 79
5.8.1 METHODOLOGY 79
5.8.2 DOCUMENT TYPE 79
TABLE 5 PATENTS FILED, 2020–2022 79
5.8.3 INNOVATION AND PATENT APPLICATIONS 79
FIGURE 19 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 79
5.8.3.1 Top applicants 80
FIGURE 20 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 80
5.9 MDM ECOSYSTEM 80
TABLE 6 MDM MARKET: ECOSYSTEM 80
5.10 PRICING MODEL ANALYSIS 81
TABLE 7 PRICING MODEL 82
5.11 REGULATORY IMPLICATIONS 82
5.11.1 GENERAL DATA PROTECTION REGULATION 82
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 82
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 83
5.11.4 SARBANES-OXLEY ACT OF 2002 83
5.11.5 SOC 2 TYPE II COMPLIANCE 83
5.11.6 ISO/IEC 27001 83
5.11.7 THE GRAMM–LEACH–BLILEY ACT 84
5.12 MDM MARKET: COVID-19 IMPACT 84
FIGURE 21 MASTER DATA MANAGEMENT MARKET TO DECLINE DURING 2022-2027 85
5.13 TARIFF AND REGULATORY LANDSCAPE 85
5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
5.13.2 NORTH AMERICA: TARIFFS AND REGULATIONS 88
5.13.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 88
5.13.2.2 Gramm-Leach-Bliley (GLB) Act 88
5.13.2.3 HIPAA of 1996 88
5.13.2.4 Federal Information Security Management Act (FISMA) 88
5.13.2.5 Federal Information Processing Standards (FIPS) 89
5.13.2.6 California Consumer Privacy Act (CSPA) 89
5.13.3 EUROPE: TARIFFS AND REGULATIONS 89
5.13.3.1 GDPR 2016/679 is a regulation in the EU 89
5.13.3.2 General Data Protection Regulation 90
5.13.3.3 European Committee for Standardization (CEN) 90
5.13.3.4 European Technical Standards Institute (ETSI) 90
6 MASTER DATA MANAGEMENT MARKET, BY COMPONENT 91
6.1 INTRODUCTION 92
6.1.1 COMPONENT: MASTER DATA MANAGEMENT MARKET DRIVERS 92
6.1.2 COMPONENTS: COVID-19 IMPACT 92
FIGURE 22 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 93
TABLE 13 MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 93
TABLE 14 MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 93
6.2 SOLUTION 94
TABLE 15 SOLUTION: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 94
TABLE 16 SOLUTION: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 94
TABLE 17 SOLUTION: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 95
TABLE 18 SOLUTION: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 19 SOLUTION: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 95
TABLE 20 SOLUTION: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 95
TABLE 21 SOLUTION: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 96
TABLE 22 SOLUTION: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 96
TABLE 23 SOLUTION: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 96
TABLE 24 SOLUTION: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 97
TABLE 25 SOLUTION: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 97
TABLE 26 SOLUTION: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 97
6.3 SERVICES 98
TABLE 27 SERVICES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 98
TABLE 28 SERVICES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 98
TABLE 29 SERVICES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 98
TABLE 30 SERVICES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 31 SERVICES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 99
TABLE 32 SERVICES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 99
TABLE 33 SERVICES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 100
TABLE 34 SERVICES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 100
TABLE 35 SERVICES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 100
TABLE 36 SERVICES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 101
TABLE 37 SERVICES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 101
TABLE 38 SERVICES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 101
6.3.1 CONSULTING SERVICES 101
6.3.2 INTEGRATION SERVICES 102
6.3.3 TRAINING AND SUPPORT SERVICES 102
7 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE 103
7.1 INTRODUCTION 104
7.1.1 DEPLOYMENT TYPE: MASTER DATA MANAGEMENT MARKET DRIVERS 104
7.1.2 DEPLOYMENT TYPE: COVID-19 IMPACT 104
FIGURE 23 CLOUD SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 105
TABLE 39 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE,
2016–2021 (USD MILLION) 105
TABLE 40 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE,
2022–2027 (USD MILLION) 105
7.2 CLOUD 105
TABLE 41 CLOUD: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 106
TABLE 42 CLOUD: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 106
TABLE 43 CLOUD: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 106
TABLE 44 CLOUD: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 45 CLOUD: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 107
TABLE 46 CLOUD: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 107
TABLE 47 CLOUD: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 108
TABLE 48 CLOUD: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 108
TABLE 49 CLOUD: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET,
BY COUNTRY, 2016–2021 (USD MILLION) 108
TABLE 50 CLOUD: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET,
BY COUNTRY, 2022–2027 (USD MILLION) 109
TABLE 51 CLOUD: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 109
TABLE 52 CLOUD: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 109
7.3 ON-PREMISES 110
TABLE 53 ON-PREMISES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 110
TABLE 54 ON-PREMISES: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 110
TABLE 55 ON-PREMISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 111
TABLE 56 ON-PREMISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 111
TABLE 57 ON-PREMISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 111
TABLE 58 ON-PREMISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 111
TABLE 59 ON-PREMISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 112
TABLE 60 ON-PREMISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 112
TABLE 61 ON-PREMISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 112
TABLE 62 ON-PREMISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 113
TABLE 63 ON-PREMISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 113
TABLE 64 ON-PREMISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 113
8 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE 114
8.1 INTRODUCTION 115
8.1.1 ORGANIZATION SIZE: MASTER DATA MANAGEMENT MARKET DRIVERS 115
8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 116
FIGURE 24 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 116
TABLE 65 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE,
2016–2021 (USD MILLION) 116
TABLE 66 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE,
2022–2027 (USD MILLION) 116
8.2 LARGE ENTERPRISES 117
TABLE 67 LARGE ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 117
TABLE 68 LARGE ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 117
TABLE 69 LARGE ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 118
TABLE 70 LARGE ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 118
TABLE 71 LARGE ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 118
TABLE 72 LARGE ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 118
TABLE 73 LARGE ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 119
TABLE 74 LARGE ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 119
TABLE 75 LARGE ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 119
TABLE 76 LARGE ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 120
TABLE 77 LARGE ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 120
TABLE 78 LARGE ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 120
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 120
TABLE 79 SMALL AND MEDIUM-SIZED ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 121
TABLE 80 SMALL AND MEDIUM-SIZED ENTERPRISES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 121
TABLE 81 SMALL AND MEDIUM-SIZED ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 121
TABLE 82 SMALL AND MEDIUM-SIZED ENTERPRISES: NORTH AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 122
TABLE 83 SMALL AND MEDIUM-SIZED ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 122
TABLE 84 SMALL AND MEDIUM-SIZED ENTERPRISES: EUROPE MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 122
TABLE 85 SMALL AND MEDIUM-SIZED ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 123
TABLE 86 SMALL AND MEDIUM-SIZED ENTERPRISES: ASIA PACIFIC MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 123
TABLE 87 SMALL AND MEDIUM-SIZED ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 123
TABLE 88 SMALL AND MEDIUM-SIZED ENTERPRISES: MIDDLE EAST & AFRICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 124
TABLE 89 SMALL AND MEDIUM-SIZED ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 124
TABLE 90 SMALL AND MEDIUM-SIZED ENTERPRISES: LATIN AMERICA MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 124
9 MASTER DATA MANAGEMENT MARKET, BY VERTICAL 125
9.1 INTRODUCTION 126
9.1.1 VERTICAL: COVID-19 IMPACT 126
9.1.2 VERTICAL: MASTER DATA MANAGEMENT MARKET DRIVERS 126
FIGURE 25 HEALTHCARE VERTICAL TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 127
TABLE 91 MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 128
TABLE 92 MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 128
9.2 BANKING, FINANCIAL SERVICES, & INSURANCE 129
TABLE 93 BANKING, FINANCIAL SERVICES, & INSURANCE: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 129
TABLE 94 BANKING, FINANCIAL SERVICES, & INSURANCE: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 129
9.3 GOVERNMENT 130
TABLE 95 GOVERNMENT: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 130
TABLE 96 GOVERNMENT: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 130
9.4 RETAIL 131
TABLE 97 RETAIL: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 131
TABLE 98 RETAIL: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 131
9.5 IT & TELECOM 132
TABLE 99 IT & TELECOM: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 132
TABLE 100 IT & TELECOM: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 132
9.6 MANUFACTURING 133
TABLE 101 MANUFACTURING: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 133
TABLE 102 MANUFACTURING: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 133
9.7 ENERGY & UTILITIES 134
TABLE 103 ENERGY & UTILITIES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 134
TABLE 104 ENERGY & UTILITIES: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 134
9.8 HEALTHCARE 135
TABLE 105 HEALTHCARE: MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 135
TABLE 106 HEALTHCARE: MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 135
9.9 OTHER VERTICALS 136
TABLE 107 OTHER VERTICALS: MASTER DATA MANAGEMENT MARKET, BY REGION, 2016–2021 (USD MILLION) 136
TABLE 108 OTHER VERTICALS: MASTER DATA MANAGEMENT MARKET, BY REGION, 2022–2027 (USD MILLION) 136
10 MASTER DATA MANAGEMENT MARKET, BY REGION 137
10.1 INTRODUCTION 138
10.1.1 REGION: COVID-19 EFFECT 138
FIGURE 26 NORTH AMERICA TO LEAD MASTER DATA MANAGEMENT MARKET DURING FORECAST PERIOD 139
FIGURE 27 INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 139
TABLE 109 MASTER DATA MANAGEMENT MARKET, BY REGION,
2016–2021 (USD MILLION) 140
TABLE 110 MASTER DATA MANAGEMENT MARKET, BY REGION,
2022–2027 (USD MILLION) 140
10.2 NORTH AMERICA 140
10.2.1 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET DRIVERS 141
FIGURE 28 NORTH AMERICA: MARKET SNAPSHOT 141
TABLE 111 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 142
TABLE 112 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 142
TABLE 113 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 142
TABLE 114 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 142
TABLE 115 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 143
TABLE 116 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 143
TABLE 117 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 143
TABLE 118 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 144
TABLE 119 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 144
TABLE 120 NORTH AMERICA: MASTER DATA MANAGEMENT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 144
10.2.2 UNITED STATES 144
TABLE 121 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 145
TABLE 122 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 145
TABLE 123 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 145
TABLE 124 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 145
TABLE 125 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 146
TABLE 126 UNITED STATES: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 146
10.2.3 CANADA 146
TABLE 127 CANADA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 146
TABLE 128 CANADA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 147
TABLE 129 CANADA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 147
TABLE 130 CANADA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 147
TABLE 131 CANADA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 147
TABLE 132 CANADA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 148
10.3 EUROPE 148
10.3.1 EUROPE: MASTER DATA MANAGEMENT MARKET DRIVERS 148
TABLE 133 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 149
TABLE 134 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 149
TABLE 135 EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 149
TABLE 136 EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 149
TABLE 137 EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 150
TABLE 138 EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 150
TABLE 139 EUROPE: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 150
TABLE 140 EUROPE: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 151
TABLE 141 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2016–2021 (USD MILLION) 151
TABLE 142 EUROPE: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 151
10.3.2 UNITED KINGDOM 152
TABLE 143 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 152
TABLE 144 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 152
TABLE 145 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 152
TABLE 146 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 153
TABLE 147 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 153
TABLE 148 UNITED KINGDOM: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 153
10.3.3 GERMANY 153
TABLE 149 GERMANY: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 154
TABLE 150 GERMANY: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,

2022–2027 (USD MILLION) 154
TABLE 151 GERMANY: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 154
TABLE 152 GERMANY: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 154
TABLE 153 GERMANY: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 155
TABLE 154 GERMANY: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 155
10.3.4 FRANCE 155
TABLE 155 FRANCE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 155
TABLE 156 FRANCE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 155
TABLE 157 FRANCE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 156
TABLE 158 FRANCE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 156
TABLE 159 FRANCE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 156
TABLE 160 FRANCE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 156
10.3.5 REST OF EUROPE 157
TABLE 161 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 157
TABLE 162 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 157
TABLE 163 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 157
TABLE 164 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 157
TABLE 165 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 158
TABLE 166 REST OF EUROPE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 158
10.4 ASIA PACIFIC 158
10.4.1 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET DRIVERS 158
FIGURE 29 ASIA PACIFIC: MARKET SNAPSHOT 159
TABLE 167 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159
TABLE 168 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 160
TABLE 169 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 160
TABLE 170 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 160
TABLE 171 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 160
TABLE 172 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 161
TABLE 173 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2016–2021 (USD MILLION) 161
TABLE 174 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY VERTICAL,
2022–2027 (USD MILLION) 161
TABLE 175 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2016–2021 (USD MILLION) 162
TABLE 176 ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COUNTRY,
2022–2027 (USD MILLION) 162
10.4.2 CHINA 162
TABLE 177 CHINA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 163
TABLE 178 CHINA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 163
TABLE 179 CHINA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 163
TABLE 180 CHINA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 163
TABLE 181 CHINA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 164
TABLE 182 CHINA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 164
10.4.3 INDIA 164
TABLE 183 INDIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 164
TABLE 184 INDIA: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 165
TABLE 185 INDIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE,
2016–2021 (USD MILLION) 165
TABLE 186 INDIA: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE,
2022–2027 (USD MILLION) 165
TABLE 187 INDIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 165
TABLE 188 INDIA: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 166
10.4.4 SINGAPORE 166
TABLE 189 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 166
TABLE 190 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 166
TABLE 191 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 167
TABLE 192 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 167
TABLE 193 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 167
TABLE 194 SINGAPORE: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 167
10.4.5 JAPAN 168
TABLE 195 JAPAN: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2016–2021 (USD MILLION) 168
TABLE 196 JAPAN: MASTER DATA MANAGEMENT MARKET, BY COMPONENT,
2022–2027 (USD MILLION) 168
TABLE 197 JAPAN: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 168
TABLE 198 JAPAN: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 169
TABLE 199 JAPAN: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 169
TABLE 200 JAPAN: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 169
10.4.6 REST OF ASIA PACIFIC 169
TABLE 201 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 169
TABLE 202 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 170
TABLE 203 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2016–2021 (USD MILLION) 170
TABLE 204 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD MILLION) 170
TABLE 205 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 170
TABLE 206 REST OF ASIA PACIFIC: MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 171

　

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