デフォルト表紙
市場調査レポート
商品コード
1224643

EDM(エンタープライズデータ管理)市場の規模、シェア、動向分析レポート:最終用途別(BFSI、ヘルスケア)、コンポーネント別(ソフトウェア、サービス)、デプロイメント別、企業規模別、サービス別、地域別、セグメント予測、2023年~2030年

Enterprise Data Management Market Size, Share & Trends Analysis Report By End-use (BFSI, Healthcare), By Component (Software, Services), By Deployment, By Enterprise Size, By Services, By Region, And Segment Forecasts, 2023 - 2030

出版日: | 発行: Grand View Research | ページ情報: 英文 120 Pages | 納期: 2~10営業日

● お客様のご希望に応じて、既存データの加工や未掲載情報(例:国別セグメント)の追加などの対応が可能です。  詳細はお問い合わせください。

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=157.14円
EDM(エンタープライズデータ管理)市場の規模、シェア、動向分析レポート:最終用途別(BFSI、ヘルスケア)、コンポーネント別(ソフトウェア、サービス)、デプロイメント別、企業規模別、サービス別、地域別、セグメント予測、2023年~2030年
出版日: 2023年01月23日
発行: Grand View Research
ページ情報: 英文 120 Pages
納期: 2~10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

EDM(エンタープライズデータ管理)市場の成長と動向

Grand View Research, Inc.の最新レポートによると、世界のエンタープライズデータ管理市場規模は、2023年から2030年にかけて12.1%のCAGRを記録し、2030年までに2215億8000万米ドルに達すると予想されています。データ管理のためのデータ品質ツールの使用の増加、マスターデータ管理のためのクラウド展開の急増、コンプライアンスに対するニーズの高まりが、この産業の成長を促す主な要因となっています。企業データ管理ソリューションは、データの安全性を確保し、データ損失から保護するのに役立ちます。データ漏洩の事例が増加していることから、自社の資産を保護するために十分な警戒をしていない企業は、データの脅威にさらされ、データ漏洩、評判の低下、財務上の損失に終わる可能性があります。このような要因が、EDMソリューションの採用を後押ししています。これらのソリューションは、あらゆる種類のデータを整理し、将来使用するために簡単にアクセスできるようにすることで、組織を支援します。

EDMソリューションは、構造化されていないデータや重複したデータから実用的な洞察を得るための構造を作成するのに役立ちます。また、これらのソリューションは、部門間のデータ管理を支援し、適格な情報を提供します。一方、マスターデータ管理ソリューションは、データを単一のマスター参照ソースに統合し、企業全体にわたって正確で一貫性のある完全なデータを提供します。企業は、タイムリーで適切な情報を確保することに重点を置いているため、予測期間中、業界の成長を促進すると予想されます。複数の部門が常に大量のデータを処理している大企業では、適切なデータ管理ソリューションの導入や選択に失敗すると、データセットがごちゃごちゃになってしまう可能性があります。さらに、住所データには重要な要素が欠けており、経路の最適化に問題が生じます。

住所の構造上の問題や、国によって異なる検証ルールが大きな課題となっています。住所の検証は、住所データ管理の一要素です。しかし、EDMソリューションは、データ管理、データ品質、データアドレスの検証を支援することができますが、業界の成長を妨げる潜在的な障害として浮上しつつあります。アジア太平洋地域は、クラウドコンピューティングの普及と、大企業や中小企業における業務効率化のニーズの高まりにより、2023年から2030年にかけて大きな成長が見込まれています。ヘルスケア分野は、予測期間中に大きな成長を遂げると予想されています。EDMシステムは、エネルギー供給を計画し、病院の継続的なエネルギー需要を途切れることなく満たすために広く利用されています。また、医療データの統合と分析にも役立ち、患者のケアを適切に組織化し、データのプライバシーとセキュリティを保護しながら、より良い結果をもたらすことができる洞察を抽出することができます。

エンタープライズデータ管理市場レポートハイライト

ソフトウェア分野は、予測期間中に最も速いCAGRを観察すると予想されます。EDMソリューションの採用拡大、柔軟なコスト設定、組織への導入拡大が、予測期間中の同分野の成長に寄与するものと思われます。

プロフェッショナルサービス部門は、予測期間中にかなりのCAGRを記録すると予想されます。

同分野の成長の背景には、顧客のデータ保存やデータ管理におけるEDMサービスの採用が増加していることが挙げられます。

安全なストレージ、24時間365日のアップタイム、相互運用性などの要因により、プロフェッショナル・サービス・プロバイダーはデータのデジタル化に注力しています。

オンプレミス型は、予測期間中に安定したCAGRを記録すると予想されます。

ソフトウェアのカスタマイズの柔軟性と拡張性、データセンターの管理、セキュリティなどの要因が、予測期間中の同分野の成長に貢献するものと思われます。

データ量の増加に加え、大企業における効果的なアクセス、管理、データアプローチの採用ニーズの高まりにより、2022年の売上高シェアは大企業向けが最も高くなりました。

目次

第1章 調査手法と範囲

  • 調査手法
  • 調査範囲と前提
    • 購入したデータベース
    • GVRの内部データベース
    • 二次情報一覧
    • 1次調査
  • データソース一覧
  • 市場形成と出版
  • データの検証と公開

第2章 エグゼクティブサマリー

  • 世界のEDM(エンタープライズデータ管理)市場、2018~2030年(10億米ドル)

第3章 EDM(エンタープライズデータ管理)市場:業界の見通し

  • 市場セグメンテーションと範囲
  • 市場規模と成長見通し
  • エンタープライズデータ管理市場変数分析
    • 市場促進要因分析
    • 市場抑制・課題分析
  • バリューチェーン分析
  • 市場分析ツール
    • エンタープライズデータ管理業界分析-Porter's
    • エンタープライズデータ管理業界分析-PEST
  • エンタープライズデータ管理市場に対するCOVIDの影響

第4章 EDM(エンタープライズデータ管理)市場:コンポーネントセグメント分析

  • エンタープライズデータ管理市場:コンポーネントセグメント別の見通しと市場シェア、2022年および2030年
  • ソフトウェア
  • サービス

第5章 EDM(エンタープライズデータ管理)市場:サービスセグメント分析

  • エンタープライズデータ管理市場:サービスセグメント別の見通しと市場シェア、2022年および2030年
  • マネージドサービス
  • プロフェッショナルサービス

第6章 エンタープライズデータ管理市場:展開セグメント分析

  • エンタープライズデータ管理市場:展開セグメント別の見通しと市場シェア、2022年および2030年
  • クラウド
  • オンプレミス

第7章 EDM(エンタープライズデータ管理)市場:エンタープライズ規模のセグメント分析

  • エンタープライズデータ管理市場:組織セグメント別の見通しと市場シェア、2022年および2030年
  • 中小企業
  • 大企業

第8章 EDM(エンタープライズデータ管理)市場:エンドユースセグメント分析

  • エンタープライズデータ管理市場:業界別の垂直セグメントの見通しと市場シェア、2022年および2030年
  • IT &テレコム
  • BFSI
  • 小売および消費財
  • ヘルスケア
  • 製造業
  • その他

第9章 EDM(エンタープライズデータ管理)市場:地域セグメント分析

  • エンタープライズデータ管理市場:地域セグメント別の見通しと市場シェア、2022年および2030年
  • 北米
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
    • イタリア
    • スペイン
  • アジア太平洋地域
    • アジア太平洋地域のエンタープライズデータ管理市場、コンポーネント別、2018~2030年(10億米ドル)
    • 中国
    • インド
    • 日本
    • オーストラリア
    • タイ
    • 韓国
  • ラテンアメリカ
    • ブラジル
    • メキシコ
  • 中東とアフリカ
    • アラブ首長国連邦
    • サウジアラビア

第10章 競合分析

  • 主要な市場参入企業別最近の動向と影響分析
  • 会社/競合の分類
  • ベンダー情勢
    • エンタープライズデータ管理市場:主要企業市場ランキング/シェア分析、2022年

第11章 競合情勢

  • International Business Machines Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Oracle Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • SAP SE
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Cloudera, Inc.
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Amazon Web Services, Inc
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Teradata
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • MindTree Ltd.
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Broadcom(Symantec)
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Informatica
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
  • Micro Focus
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 戦略的イニシアチブ
図表

List of Tables

  • Table 1 Global enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 2 Global enterprise data management market, by region, 2018 - 2030 (USD Billion)
  • Table 3 Global enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 4 Global enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 5 Global enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 6 Global enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 7 Global enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 8 Enterprise data management software market, by region, 2018 - 2030 (USD Billion)
  • Table 9 Enterprise data management services market, by region, 2018 - 2030 (USD Billion)
  • Table 10 Enterprise data management managed services market, by region, 2018 - 2030 (USD Billion)
  • Table 11 Enterprise data management professional services market, by region, 2018 - 2030 (USD Billion)
  • Table 12 Enterprise data management cloud market, by region, 2018 - 2030 (USD Billion)
  • Table 13 Enterprise data management on-premise market, by region, 2018 - 2030 (USD Billion)
  • Table 14 Enterprise data management in SME market, by region, 2018 - 2030 (USD Billion)
  • Table 15 Enterprise data management in large enterprises market, by region, 2018 - 2030 (USD Billion)
  • Table 16 Enterprise data management market in IT & telecom, by region, 2018 - 2030 (USD Billion)
  • Table 17 Enterprise data management market in BFSI, by region, 2018 - 2030 (USD Billion)
  • Table 18 Enterprise data management market in retail and consumer goods, by region, 2018 - 2030 (USD Billion)
  • Table 19 Enterprise data management market in healthcare market, by region, 2018 - 2030 (USD Billion)
  • Table 20 Enterprise data management market in manufacturing market, by region, 2018 - 2030 (USD Billion)
  • Table 21 Enterprise data management market in other end use, by region, 2018 - 2030 (USD Billion)
  • Table 22 North America enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 23 North America enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 24 North America enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 25 North America enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 26 North America enterprise data management market, by organisation, 2018 - 2030 (USD Billion)
  • Table 27 North America enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 28 U.S. enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 29 U.S. enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 30 U.S. enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 31 U.S. enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 32 U.S. enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 33 U.S. enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 34 Canada enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 35 Canada enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 36 Canada enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 37 Canada enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 38 Canada enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 39 Canada enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 40 Europe enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 41 Europe enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 42 Europe enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 43 Europe enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 44 Europe enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 45 Europe enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 46 U.K. enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 47 U.K. enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 48 U.K. enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 49 U.K. enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 50 U.K. enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 51 U.K. enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 52 Germany enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 53 Germany enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 54 Germany enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 55 Germany enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 56 Germany enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 57 Germany enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 58 France enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 59 France enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 60 France enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 61 France enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 62 France enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 63 France enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 64 Italy enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 65 Italy enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 66 Italy enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 67 Italy enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 68 Italy enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 69 Italy enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 70 Spain enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 71 Spain enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 72 Spain enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 73 Spain enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 74 Spain enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 75 Asia Pacific enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 76 Asia Pacific enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 77 Asia Pacific enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 78 Asia Pacific enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 79 Asia Pacific enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 80 Asia Pacific enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 81 China enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 82 China enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 83 China enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 84 China enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 85 China enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 86 China enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 87 India enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 88 India enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 89 India enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 90 India enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 91 India enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 92 India enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 93 Japan enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 94 Japan enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 95 Japan enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 96 Japan enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 97 Japan enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 98 Japan enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 99 Australia enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 100 Australia enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 101 Australia enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 102 Australia enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 103 Australia enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 104 Australia enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 105 Thailand enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 106 Thailand enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 107 Thailand enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 108 Thailand enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 109 Thailand enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 110 Thailand enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 111 South Korea enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 112 South Korea enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 113 South Korea enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 114 South Korea enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 115 South Korea enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 116 South Korea enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 117 Latin America enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 118 Latin America enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 119 Latin America enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 120 Latin America enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 121 Latin America enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 122 Latin America enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 123 Brazil enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 124 Brazil enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 125 Brazil enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 126 Brazil enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 127 Brazil enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 128 Brazil enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 129 Mexico enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 130 Mexico enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 131 Mexico enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 132 Mexico enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 133 Mexico enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 134 Mexico enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 135 Middle East and Africa enterprise data management market, 2018 - 2030 (USD Billion)
  • Table 136 Middle East and Africa enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 137 Middle East and Africa enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 138 Middle East and Africa enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 139 Middle East and Africa enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 140 Middle East and Africa enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 141 UAE enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 142 UAE enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 143 UAE enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 144 UAE enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 145 UAE enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 146 Saudi Arabia enterprise data management market, by component, 2018 - 2030 (USD Billion)
  • Table 147 Saudi Arabia enterprise data management market, by services, 2018 - 2030 (USD Billion)
  • Table 148 Saudi Arabia enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
  • Table 149 Saudi Arabia enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
  • Table 150 Saudi Arabia enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • Table 151 Recent developments & impact analysis, by key market participants

List of Figures

  • Fig. 1 Enterprise data management market segmentation and scope
  • Fig. 2 Market size and growth prospects
  • Fig. 3 Market research process
  • Fig. 4 Primary research process
  • Fig. 5 Information Analysis
  • Fig. 6 Data validation and publishing
  • Fig. 7 Enterprise data management market - Value chain analysis
  • Fig. 8 Enterprise data management market - Market dynamics
  • Fig. 9 Enterprise data management market - Key market driver impact
  • Fig. 10 Enterprise data management market - Key market restraints impact
  • Fig. 11 Enterprise data management market - Porter's analysis
  • Fig. 12 Enterprise data management market - PEST analysis
  • Fig. 13 Enterprise data management market - Company ranking/share analysis, 2022
  • Fig. 14 Enterprise data management market: By component segment outlook & market share, 2022 and 2030
  • Fig. 15 Enterprise data management market: By services segment outlook & market share, 2022 and 2030
  • Fig. 16 Enterprise data management market: By deployment segment outlook & market share, 2022 and 2030
  • Fig. 17 Enterprise data management market: By enterprise-size segment outlook & market share, 2022 and 2030
  • Fig. 18 Enterprise data management market: By end-use segment outlook & market share, 2022 and 2030
  • Fig. 19 Enterprise data management market: By region segment outlook & market share, 2022 and 2030
目次
Product Code: GVR-4-68038-832-9

Enterprise Data Management Market Growth & Trends:

The global enterprise data management market size is anticipated to reach USD 221.58 billion by 2030, registering a CAGR of 12.1% from 2023 to 2030, according to the recent reports of Grand View Research, Inc. An increased use of data quality tools for data management, a surge in cloud deployment for master data management, and rising need for compliance are key driving factors for the growth of the industry. Enterprise data management solutions help in ensuring that the data is highly secured and protected against data loss. Given the rising instances of data breaches, companies not being alert enough to safeguard their assets could be exposed to data threats and may end up with data breaches, tarnished reputations, and financial losses. These factors are driving the adoption of EDM solutions. These solutions help organizations in ensuring that all types of data are organized and easily accessible for future use.

EDM solutions aid in the creation of a structure for delivering actionable insights from unstructured or duplicated data. These solutions also aid in the management of data across departments and provide qualified information. Master data management solutions, on the other hand, consolidate data into a single master reference source to provide accurate, consistent, and complete data across the enterprise. Enterprises' strong emphasis on ensuring timely qualified information is anticipated to drive the growth of the industry during the forecast period. Large enterprises with multiple departments that are constantly processing large amounts of data may end up with a jumbled data set if they fail to implement or choose the appropriate data management solutions. Furthermore, address data are missing key elements that cause issues with route optimization.

Difficulties with address structures and varying validation rules from country to country are proving to be significant issues. Address validation is a component of address data management. However, EDM solutions can aid in data management, data quality, and data address validation but are emerging as potential roadblocks to industry growth. The Asia Pacific region is expected to have significant growth from 2023 to 2030 due to the growing popularity of cloud computing and the rising need to improve operational efficiency in large enterprises and SMEs. The healthcare segment is anticipated to observe significant growth during the forecast period. EDM systems are widely used to plan energy supply and meet the continuous energy demand of hospitals without any interruption. It also helps in integrating and analyzing medical data to make patient care well-organized and extract insights that can give better results while protecting the privacy and security of the data

Enterprise Data Management Market Report Highlights:

  • The software segment is anticipated to observe the fastest CAGR during the forecast period. The increasing adoption of EDM solutions, their flexible costs, and rising deployment among organizations are likely to contribute to the segment growth over the forecast period
  • The professional services segment is anticipated to observe a considerable CAGR during the forecast period
  • The segment growth can be attributed to the increasing adoption of EDM services for data storage and data management of customers
  • Factors, such as secure storage, 24x7 uptime, and interoperability, have led professional services providers to focus on the digitalization of data
  • The on-premise segment is anticipated to observe a steady CAGR during the forecast period
  • Factors, such as flexibility and scalability of software customization, control over the data center, and security aspects, are expected to contribute to the segment growth over the forecast period
  • The large enterprise segment accounted for the highest revenue share in 2022 due to the increased data volume coupled with the growing need to effectively access, manage, and adopt data approaches across the large enterprise segment

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Research Methodology
  • 1.2 Research Scope and Assumptions
    • 1.2.1 Purchased Database
    • 1.2.2 GVR'S Internal Database
    • 1.2.3 List of secondary sources
    • 1.2.4 Primary Research
  • 1.3 List of Data sources
  • 1.4 Market Formulation & Publishing
  • 1.5 Data Validation & Publishing

Chapter 2 Executive Summary

  • 2.1 Enterprise Data Management Market - Industry Snapshot & Key Buying Criteria, 2018 - 2030
  • 2.2 Global Enterprise Data Management Market, 2018 - 2030 (USD Billion)
    • 2.2.1 Global enterprise data management market, By Region, 2018 - 2030 (USD Billion)
    • 2.2.2 Global enterprise data management market, By Component, 2018 - 2030 (USD Billion)
    • 2.2.3 Global enterprise data management market, By Services, 2018 - 2030 (USD Billion)
    • 2.2.4 Global enterprise data management market, By Deployment, 2018 - 2030 (USD Billion)
    • 2.2.5 Global enterprise data management market, By Enterprise Size 2018 - 2030 (USD Billion)
    • 2.2.6 Global enterprise data management market, By End-use 2018 - 2030 (USD Billion)

Chapter 3 Enterprise Data Management Market: Industry Outlook

  • 3.1 Market segmentation and scope
  • 3.2 Market Size and Growth Prospects
  • 3.3 Enterprise Data Management Market Variable Analysis
    • 3.3.1 Market driver analysis
    • 3.3.2 Market restraint/challenge analysis
  • 3.4 Value Chain Analysis
  • 3.5 Market Analysis Tools
    • 3.5.1 Enterprise data management Industry Analysis - Porter's
    • 3.5.2 Enterprise data management Industry Analysis - PEST
  • 3.6 Impact of COVID on Enterprise Data Management Market

Chapter 4 Enterprise Data Management Market: Component Segment Analysis

  • 4.1 Enterprise Data Management Market: By Component Segment Outlook & Market Share, 2022 and 2030
  • 4.2 Software
    • 4.2.1 Enterprise data management software market, by region, 2018 - 2030 (USD Billion)
  • 4.3 Services
    • 4.4.1 Enterprise data management services market, by region, 2018 - 2030 (USD Billion)

Chapter 5 Enterprise Data Management Market: Services Segment Analysis

  • 5.1 Enterprise Data Management Market: By Service Segment Outlook & Market Share, 2022 and 2030
  • 5.2 Managed Services
    • 5.2.1 Enterprise data management managed services market, By region, 2018 - 2030 (USD Billion)
  • 5.3 Professional Services
    • 5.3.1 Enterprise data management professional services market, By region, 2018 - 2030 (USD Billion)

Chapter 6 Enterprise Data Management Market: Deployment Segment Analysis

  • 6.1 Enterprise Data Management Market: By Deployment Segment Outlook & Market Share, 2022 and 2030
  • 6.2 Cloud
    • 6.2.1 Enterprise data management cloud market, by region, 2018 - 2030 (USD Billion)
  • 6.3 On-premise
    • 6.3.1 Enterprise data management on-premise market, by region, 2018 - 2030 (USD Billion)

Chapter 7 Enterprise Data Management Market: Enterprise-size Segment Analysis

  • 7.1 Enterprise Data Management Market: By Organization Segment Outlook & Market Share, 2022 and 2030
  • 7.2 Small & Medium Enterprises
    • 7.2.1 Enterprise data management in small & medium enterprise market, by region, 2018 - 2030 (USD Billion)
  • 7.3 Large Enterprises
    • 7.3.1 Enterprise data management in large enterprise market, by region, 2018 - 2030 (USD Billion)

Chapter 8 Enterprise Data Management Market: End-use Segment Analysis

  • 8.1 Enterprise Data Management Market: By Industry Vertical Segment Outlook & Market Share, 2022 and 2030
  • 8.2 IT & Telecom
    • 8.2.1 Enterprise data management market in IT & Telecom, by region, 2018 - 2030 (USD Billion)
  • 8.3 BFSI
    • 8.3.1 Enterprise data management market in BFSI, by region, 2018 - 2030 (USD Billion)
  • 8.4 Retail & Consumer Goods
    • 8.4.1 Enterprise data management market in retail and consumer goods, by region, 2018 - 2030 (USD Billion)
  • 8.5 Healthcare
    • 8.5.1 Enterprise data management market in healthcare, by region, 2018 - 2030 (USD Billion)
  • 8.6 Manufacturing
    • 8.6.1 Enterprise data management market in manufacturing, by region, 2018 - 2030 (USD Billion)
  • 8.7 Others
    • 8.7.1 Enterprise data management market in other industry vertical, by region, 2018 - 2030 (USD Billion)

Chapter 9 Enterprise Data Management Market: Region Segment Analysis

  • 9.1 Enterprise Data Management Market: By Region Segment Outlook & Market Share, 2022 and 2030
  • 9.2 North America
    • 9.2.1 North America enterprise data management market, 2018 - 2030 (USD Billion)
    • 9.2.2 North America enterprise data management market, by component, 2018 - 2030 (USD Billion)
    • 9.2.3 North America enterprise data management market, by services, 2018 - 2030 (USD Billion)
    • 9.2.4 North America enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
    • 9.2.5 North America enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
    • 9.2.6 North America enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.2.7 U.S.
      • 9.2.7.1 U.S. enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.2.7.2 U.S. enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.2.7.3 U.S. enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.2.7.4 U.S. enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.2.7.5 U.S. enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.2.7.6 U.S. enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.2.8 Canada
      • 9.2.8.1 Canada enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.2.8.2 Canada enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.2.8.3 Canada enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.2.8.4 Canada enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.2.8.5 Canada enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.2.8.6 Canada enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • 9.3 Europe
    • 9.3.1 Europe enterprise data management market, 2018 - 2030 (USD Billion)
    • 9.3.2 Europe enterprise data management market, by component, 2018 - 2030 (USD Billion)
    • 9.3.3 Europe enterprise data management market, by services, 2018 - 2030 (USD Billion)
    • 9.3.4 Europe enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
    • 9.3.5 Europe enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
    • 9.3.6 Europe enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.3.7 U.K.
      • 9.3.7.1 U.K. enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.3.7.2 U.K. enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.3.7.3 U.K. enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.3.7.4 U.K. enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.3.7.5 U.K. enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.3.7.6 U.K. enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.3.8 Germany
      • 9.3.8.1 Germany enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.3.8.2 Germany enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.2.8.3 Germany enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.3.8.4 Germany. enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.3.8.5 Germany enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.3.8.6 Germany enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.3.9 France
      • 9.3.9.1 France enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.3.9.2 France enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.2.9.3 France enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.3.9.4 France enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.3.9.5 France enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.3.9.6 France enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.3.10 Italy
      • 9.3.10.1 Italy enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.3.10.2 Italy enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.3.10.3 Italy enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.3.10.4 Italy enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.3.10.5 Italy enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.3.10.6 Italy enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.3.11 Spain
      • 9.3.11.1 Spain enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.3.11.2 Spain enterprise data management market, by component, 2018 -2030 (USD Billion)
      • 9.2.11.3 Spain enterprise data management market, by services, 2018 -2030 (USD Billion)
      • 9.3.11.4 Spain enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.3.11.5 Spain enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.3.11.6 Spain enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • 9.4 Asia Pacific
    • 9.4.1 Asia Pacific enterprise data management market, 2018 - 2030 (USD Billion)
    • 9.4.2 Asia Pacific enterprise data management market, by component, 2018 - 2030 (USD Billion
    • 9.4.3 Asia Pacific enterprise data management market, by services, 2018 - 2030 (USD Billion)
    • 9.4.4 Asia Pacific enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
    • 9.4.5 Asia Pacific enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
    • 9.4.6 Asia Pacific enterprise data management market, by end-use, 2018 - 2030 (USD Billion) 
    • 9.4.7 China
      • 9.4.7.1 China enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.4.7.2 China enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.4.7.3 China enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.4.7.4 China enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.4.7.5 China enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.4.7.6 China enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.4.8 India
      • 9.4.8.1 India enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.4.8.2 India enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.4.8.3 India enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.4.8.4 India enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.4.8.5 India enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.4.8.6 India enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.4.9 Japan
      • 9.4.9.1 Japan enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.4.9.2 Japan enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.4.9.3 Japan enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.4.9.4 Japan enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.4.9.5 Japan enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.4.9.6 Japan enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.4.10 Australia
      • 9.4.10.1 Australia enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.4.10.2 Australia enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.4.10.3 Australia enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.4.10.4 Australia enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.4.10.5 Australia enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.4.10.6 Australia enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.4.11 Thailand
      • 9.4.11.1 Thailand enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.4.11.2 Thailand enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.4.11.3 Thailand enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.4.11.4 Thailand enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.4.11.5 Thailand enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.4.11.6 Thailand enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.4.12 South Korea
      • 9.4.12.1 South Korea enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.4.12.2 South Korea enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.4.12.3 South Korea enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.4.12.4 South Korea enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.4.12.5 South Korea enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.4.12.6 South Korea enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
  • 9.5 Latin America
    • 9.5.1 Latin America enterprise data management market, 2018 - 2030 (USD Billion)
    • 9.5.2 Latin America enterprise data management market, by component, 2018 - 2030 (USD Billion)
    • 9.5.3 Latin America enterprise data management market, by services, 2018 - 2030 (USD Billion)
    • 9.5.4 Latin America enterprise data management market, by depolyment, 2018 - 2030 (USD Billion)
    • 9.5.5 Latin America enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
    • 9.5.6 Latin America enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.5.7 Brazil
      • 9.5.7.1 Brazil enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.5.7.2 Brazil enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.5.7.3 Brazil enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.5.7.4 Brazil enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.5.7.5 Brazil enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.5.7.6 Brazil enterprise data management market, by end-use 2018 - 2030 (USD Billion)
    • 9.5.8 Mexico
      • 9.5.8.1 Mexico enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.5.8.2 Mexico enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.5.8.3 Mexico enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.5.8.4 Mexico enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.5.8.5 Mexico enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.5.8.6 Mexico enterprise data management market, by end-use 2018 - 2030 (USD Billion)
  • 9.6 Middle East and Africa
    • 9.6.1 Middle East and Africa enterprise data management market, 2018 - 2030 (USD Billion)
    • 9.6.2 Middle East and Africa enterprise data management market, by component, 2018 - 2030 (USD Billion)
    • 9.6.3 Middle East and Africa enterprise data management market, by services, 2018 - 2030 (USD Billion)
    • 9.6.4 Middle East and Africa enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
    • 9.6.5 Middle East and Africa enterprise data management market, by enterprise size 2018 - 2030 (USD Billion)
    • 9.6.6 Middle East and Africa enterprise data management market, by end-use, 2018 - 2030 (USD Billion)
    • 9.6.7 UAE
      • 9.6.7.1 UAE enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.6.7.2 UAE enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.6.7.3 UAE enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.6.7.4 UAE enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.6.7.5 UAE enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.6.7.6 UAE enterprise data management market, by end-use 2018 - 2030 (USD Billion)
    • 9.6.8 Saudi Arabia
      • 9.6.8.1 Saudi Arabia enterprise data management market, 2018 - 2030 (USD Billion)
      • 9.6.8.2 Saudi Arabia enterprise data management market, by component, 2018 - 2030 (USD Billion)
      • 9.6.8.3 Saudi Arabia enterprise data management market, by services, 2018 - 2030 (USD Billion)
      • 9.6.8.4 Saudi Arabia enterprise data management market, by deployment, 2018 - 2030 (USD Billion)
      • 9.6.8.5 Saudi Arabia enterprise data management market, by enterprise size, 2018 - 2030 (USD Billion)
      • 9.6.8.6 Saudi Arabia enterprise data management market, by end-use 2018 - 2030 (USD Billion)

Chapter 10 Competitive Analysis

  • 10.1 Recent Developments and Impact Analysis, by Key Market Participants
  • 10.2 Company/Competition Categorization
  • 10.3 Vendor Landscape
    • 10.3.1 Enterprise Data Management Market: Key Company Market Ranking/Share Analysis, 2022

Chapter 11 Competitive Landscape

  • 11.1 International Business Machines Corporation
    • 11.1.1 Company overview
    • 11.1.2 Financial performance
    • 11.1.3 Product benchmarking
    • 11.1.4 Strategic Initaiatives
  • 11.2 Oracle Corporation
    • 11.2.1 Company overview
    • 11.2.2 Financial performance
    • 11.2.3 Product benchmarking
    • 11.2.4 Strategic Initaiatives
  • 11.3 SAP SE
    • 11.3.1 Company overview
    • 11.3.2 Financial performance
    • 11.3.3 Product benchmarking
    • 11.3.4 Strategic Initaiatives
  • 11.4 Cloudera, Inc.
    • 11.4.1 Company overview
    • 11.4.2 Financial performance
    • 11.4.3 Product benchmarking
    • 11.4.4 Strategic Initaiatives
  • 11.5 Amazon Web Services, Inc
    • 11.5.1 Company overview
    • 11.5.2 Financial performance
    • 11.5.3 Product benchmarking
    • 11.5.4 Strategic Initaiatives
  • 11.6 Teradata
    • 11.6.1 Company overview
    • 11.6.2 Financial performance
    • 11.6.3 Product benchmarking
    • 11.6.4 Strategic Initaiatives
  • 11.7 MindTree Ltd.
    • 11.7.1 Company overview
    • 11.7.2 Financial performance
    • 11.7.3 Product benchmarking
    • 11.7.4 Strategic Initaiatives
  • 11.8 Broadcom (Symantec)
    • 11.8.1 Company overview
    • 11.8.2 Financial performance
    • 11.8.3 Product benchmarking
    • 11.8.4 Strategic Initaiatives
  • 11.9 Informatica
    • 11.9.1 Company overview
    • 11.9.2 Financial performance
    • 11.9.3 Product benchmarking
    • 11.9.4 Strategic Initaiatives
  • 11.10 Micro Focus
    • 11.10.1 Company overview
    • 11.10.2 Financial performance
    • 11.10.3 Product benchmarking
    • 11.10.4 Strategic Initaiatives