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1544064

データ統合の世界市場

Data Integration


出版日
ページ情報
英文 318 Pages
納期
即日から翌営業日
適宜更新あり
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本日の銀行送金レート: 1USD=144.87円
データ統合の世界市場
出版日: 2024年08月29日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 318 Pages
納期: 即日から翌営業日
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概要

データ統合の世界市場は2030年までに356億米ドルに達する見込み

2023年に187億米ドルと推定されるデータ統合の世界市場は、2023年から2030年にかけてCAGR 9.6%で成長し、2030年には356億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるデータ統合ツールは、CAGR 8.9%を記録し、分析期間終了時には208億米ドルに達すると予測されます。データ統合サービス分野の成長率は、分析期間中CAGR 10.7%と推定されます。

米国市場は52億米ドル、中国はCAGR 9.0%で成長予測

米国のデータ統合市場は2023年に52億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに54億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは9.0%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ8.7%と8.0%と予測されています。欧州では、ドイツがCAGR 7.9%で成長すると予測されています。

世界のデータ統合市場動向と促進要因まとめ

データ統合とは何か、なぜ現代企業にとって重要なのか?

データ統合は、さまざまなソースからのデータを組み合わせて統合ビューを提供するもので、さまざまなデータストリームを管理する企業にとって不可欠です。今日のデジタル時代において、企業はソーシャルメディア、企業アプリケーション、モバイルアプリ、IoTデバイスなど、複数のソースからデータを蓄積しています。これらのデータを統合することで、ビジネスの全体像を把握し、より多くの情報に基づいた意思決定と戦略的なプランニングが可能になります。効果的なデータ統合により、企業は情報のサイロ化を解消し、データ品質を向上させ、異なるビジネス機能間の一貫性を確保することができます。この統一されたデータアプローチにより、アナリティクスツールが包括的なデータセットを扱うことができるようになり、業務効率が向上します。

データ統合は、高度なデータ分析と意思決定をどのように促進しますか?

データ統合は、異種データを統合的なデータセットに調和させることで、高度なアナリティクスとビジネスインテリジェンスの基盤を構築します。このプロセスにより、アナリストは孤立したデータの塊からは推測できないような包括的な洞察を導き出すことができます。例えば、CRMシステムからの顧客データ、ERPシステムからの売上数値、ソーシャルメディアプラットフォームからの顧客フィードバックなどを統合することで、企業は顧客とのやり取りや満足度を360度見渡すことができます。このような統合されたデータアーキテクチャにより、予測分析が可能になり、動向や行動を予測することで、将来の戦略に役立てることができます。さらに、データ統合はリアルタイム分析をサポートし、市場の変化や業務上の問題に対して迅速に意思決定する能力を企業に提供することで、俊敏性と競争優位性を高めます。

データ統合の課題とは?

効果的なデータ統合戦略の導入には、主にデータフォーマットの多様性、データ量、新旧システム間の互換性といった課題がつきまといます。大きなハードルの一つは、レガシーシステムと新しいクラウドベースのプラットフォームの統合に伴う技術的な複雑さです。これらのシステムは異なるデータ標準や構造を使用していることが多く、シームレスな統合は複雑でリソース集約的な作業となります。さらに、データの品質も大きな課題となっています。一貫性のないデータは、分析の精度を低下させ、ビジネス上の意思決定を誤らせる可能性があります。統合プロセスにおけるデータセキュリティの確保も極めて重要です。データ漏洩は、多額の財務的損失や評判の低下につながります。これらの課題を克服するには、強固なデータガバナンスの実践、高度な統合ツール、そして多くの場合、データ主導の意思決定に向けた組織内の文化的転換が必要です。

データ統合市場の成長の原動力は?

データ統合市場の成長の原動力は、経済のあらゆる部門におけるデータ生成の急激な増加です。ビジネスがデータ中心になるにつれ、多様なソースからのデータを実用的な洞察に統合できるソリューションへの需要が急速に高まっています。クラウドコンピューティングへのシフトとSaaSアプリケーションの採用は、分散コンピューティング環境で動作する高度なデータ統合ツールの必要性をさらに煽っています。さらに、ビッグデータとアナリティクスの台頭により、企業は収集した膨大な非構造化データを活用するために、堅牢なデータ統合フレームワークへの投資を余儀なくされています。業務効率の向上やIT支出の削減といった経済的要因も、統合技術の採用に寄与しています。さらに、さまざまな業界における規制遵守要件により、報告の正確性と透明性を確保するためにデータの統合が必要となっています。このような技術的、経済的、規制的促進要因によって、データ統合ソリューションの市場は活気に満ちて拡大しており、現代のデジタル戦略におけるデータ統合ソリューションの重要な役割が浮き彫りになっています。

調査対象企業の例(全289件)

  • Actian Corporation
  • Attunity Ltd.
  • Cisco Systems, Inc.
  • Denodo Technologies
  • HVR Software, Inc.
  • IBM Corporation
  • Informatica LLC
  • Information Builders, Inc.
  • Microsoft Corporation
  • Oracle Corporation
  • Pitney Bowes, Inc.
  • SAP SE
  • SAS Institute, Inc.
  • Syncsort
  • Talend SA

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP11448

Global Data Integration Market to Reach US$35.6 Billion by 2030

The global market for Data Integration estimated at US$18.7 Billion in the year 2023, is expected to reach US$35.6 Billion by 2030, growing at a CAGR of 9.6% over the analysis period 2023-2030. Data Integration Tools, one of the segments analyzed in the report, is expected to record a 8.9% CAGR and reach US$20.8 Billion by the end of the analysis period. Growth in the Data Integration Services segment is estimated at 10.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$5.2 Billion While China is Forecast to Grow at 9.0% CAGR

The Data Integration market in the U.S. is estimated at US$5.2 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$5.4 Billion by the year 2030 trailing a CAGR of 9.0% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 8.7% and 8.0% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 7.9% CAGR.

Global Data Integration Market - Key Trends and Drivers Summarized

What Is Data Integration and Why Is It Critical for Modern Enterprises?

Data integration involves combining data from different sources to provide a unified view, making it essential for businesses that manage various data streams. In today's digital age, enterprises accumulate data from multiple origins—social media, enterprise applications, mobile apps, and IoT devices, among others. Integrating this data provides a holistic view of business operations, enabling more informed decision-making and strategic planning. Effective data integration helps organizations to break down information silos, improve data quality, and ensure consistency across different business functions. This unified data approach enhances operational efficiency by enabling analytics tools to work with comprehensive datasets, thus generating more accurate insights that drive business growth and innovation.

How Does Data Integration Facilitate Advanced Data Analytics and Decision Making?

By harmonizing disparate data into a cohesive dataset, data integration lays the foundation for advanced analytics and business intelligence. This process allows analysts to draw comprehensive insights that would be impossible to deduce from isolated data chunks. For instance, integrating customer data from CRM systems, sales figures from ERP systems, and customer feedback from social media platforms allows businesses to create a 360-degree view of customer interactions and satisfaction. Such integrated data architectures enable predictive analytics, which can forecast trends and behaviors, thereby informing future strategies. Furthermore, data integration supports real-time analytics, providing businesses with the ability to make decisions quickly in response to market changes or operational issues, thus enhancing agility and competitive advantage.

What Are the Key Challenges in Data Integration?

Implementing an effective data integration strategy is fraught with challenges, primarily due to the diversity of data formats, the volume of data, and compatibility between old and new systems. One major hurdle is the technical complexity involved in integrating legacy systems with newer cloud-based platforms. These systems often use different data standards and structures, making seamless integration a complex and resource-intensive task. Additionally, data quality poses a significant challenge; inconsistent data can lead to poor analytics and misguided business decisions. Ensuring data security during the integration process is also crucial, as data breaches can lead to significant financial losses and damage to reputation. Overcoming these challenges requires robust data governance practices, sophisticated integration tools, and often a cultural shift within the organization towards data-driven decision-making.

What Drives the Growth in the Data Integration Market?

The growth in the data integration market is driven by several factors, beginning with the exponential increase in data generation across all sectors of the economy. As businesses become more data-centric, the demand for solutions that can consolidate data from diverse sources into actionable insights is rapidly increasing. The shift towards cloud computing and the adoption of SaaS applications further fuel the need for advanced data integration tools that can operate across distributed computing environments. Additionally, the rise of big data and analytics has compelled companies to invest in robust data integration frameworks to leverage the vast amounts of unstructured data they collect. Economic factors such as the need to improve operational efficiency and reduce IT expenditures also contribute to the adoption of integration technologies. Moreover, regulatory compliance requirements across various industries necessitate the integration of data to ensure accuracy and transparency in reporting. These technological, economic, and regulatory drivers collectively ensure a vibrant and expanding market for data integration solutions, underscoring their essential role in modern digital strategies.

Select Competitors (Total 289 Featured) -

  • Actian Corporation
  • Attunity Ltd.
  • Cisco Systems, Inc.
  • Denodo Technologies
  • HVR Software, Inc.
  • IBM Corporation
  • Informatica LLC
  • Information Builders, Inc.
  • Microsoft Corporation
  • Oracle Corporation
  • Pitney Bowes, Inc.
  • SAP SE
  • SAS Institute, Inc.
  • Syncsort
  • Talend SA

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Data Integration - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
    • Global Economic Update
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Importance of Data-Driven Decision Making Drives Demand for Data Integration Solutions
    • Increasing Volume of Big Data Propels Growth of Data Integration Tools
    • Increasing Focus on Customer Insights Drives Adoption of Data Integration in Marketing
    • Expansion of E-commerce and Retail Sectors Propels Demand for Real-Time Data Integration
    • Rising Investments in Business Intelligence Accelerate Market Growth for Data Integration Solutions
    • Technological Innovations in ETL (Extract, Transform, Load) Processes Drive Data Integration Market
    • Growing Use of Data Integration in Healthcare Expands Market Opportunities
    • Adoption of Data Integration in Financial Services Drives Market Growth
    • Expansion of IoT Ecosystem Propels Growth of Data Integration Tools
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Data Integration by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Data Integration by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Data Integration Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 11: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 12: USA Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 13: USA 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 14: USA Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 15: USA 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 17: Canada 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 18: Canada Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 19: Canada 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • JAPAN
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 20: Japan Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 21: Japan 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 22: Japan Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 23: Japan 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • CHINA
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 24: China Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: China 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 26: China Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: China 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • EUROPE
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 28: Europe Recent Past, Current & Future Analysis for Data Integration by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 29: Europe 7-Year Perspective for Data Integration by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 30: Europe Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Europe 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 32: Europe Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Europe 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • FRANCE
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 34: France Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: France 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 36: France Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: France 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • GERMANY
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 38: Germany Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Germany 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 40: Germany Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Germany 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • ITALY
    • TABLE 42: Italy Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Italy 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 44: Italy Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Italy 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • UNITED KINGDOM
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 46: UK Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: UK 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 48: UK Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: UK 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 50: Rest of Europe Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Rest of Europe 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 52: Rest of Europe Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Rest of Europe 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Data Integration Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 54: Asia-Pacific Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Asia-Pacific 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 56: Asia-Pacific Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Asia-Pacific 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 58: Rest of World Recent Past, Current & Future Analysis for Data Integration by Component - Tools and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Rest of World 7-Year Perspective for Data Integration by Component - Percentage Breakdown of Value Sales for Tools and Services for the Years 2024 & 2030
    • TABLE 60: Rest of World Recent Past, Current & Future Analysis for Data Integration by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Rest of World 7-Year Perspective for Data Integration by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2024 & 2030

IV. COMPETITION