データ・ディスカバリーの世界市場

データ・ディスカバリーの世界市場は2030年までに277億米ドルに到達

2023年に101億米ドルと推定されたデータ・ディスカバリーの世界市場は、2023年から2030年にかけてCAGR 15.6%で成長し、2030年には277億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BFSI業界別は、CAGR18.5%を記録し、分析期間終了時には102億米ドルに達すると予測されます。IT＆通信業界別セグメントの成長率は、分析期間中CAGR 16.6％と推定されます。

米国市場は27億米ドル、中国はCAGR14.2%で成長すると推定・予測

米国のデータ・ディスカバリー市場は2023年に27億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41億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14.2%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14.5%と12.9%と予測されています。欧州では、ドイツがCAGR 10.7%で成長すると予測されています。

世界のデータ・ディスカバリー市場- 主要動向と促進要因まとめ

データ・ディスカバリーとは何か、なぜビジネスインテリジェンスに不可欠なのか？

データ・ディスカバリーはビジネスインテリジェンスに不可欠なプロセスであり、データの収集、クリーニング、分析を行い、実用的な洞察を生み出します。このプロセスにより、企業は生データからパターン、動向、異常を発見し、それらをグラフ、ヒートマップ、ダッシュボードなどの視覚的な表現に変換して、理解しやすく意思決定しやすくすることができます。ビジネスでは日々膨大な量のデータが生成されるため、このデータを効率的にナビゲートして関連情報を見つける能力が非常に重要です。データ・ディスカバリーツールは、予測分析や機械学習などの高度な分析を使用して、大規模なデータセットをふるいにかけ、従来の分析手法では明らかにならなかった重要なパターンを特定します。これにより、意思決定プロセスが強化されるだけでなく、さまざまな業務が合理化され、効率性の向上、コストの削減、全体的なパフォーマンスの改善につながります。

最新テクノロジーはどのようにデータ・ディスカバリープロセスを強化しているのか？

最新のテクノロジーは、データ・ディスカバリープロセスの効率性と有効性を大幅に向上させます。ビッグデータ技術の登場により、企業はこれまで以上に大量のデータを扱うことができるようになりました。AIや機械学習アルゴリズムを搭載したツールは、複雑なデータ分析作業を自動化し、必要な時間と労力を削減すると同時に、精度を高めることができます。これらのテクノロジーは、新しいデータに基づくシステムの継続的な学習と適応を可能にし、それによってデータ・ディスカバリープロセスを時間の経過とともに洗練させていく。さらに、クラウドコンピューティングは、あらゆる規模の企業がアクセスできる、よりスケーラブルで柔軟なデータ・ディスカバリーソリューションを促進し、高度なアナリティクスをより民主的に利用することを可能にしました。このスケーラビリティは、データ生成が指数関数的に増加し、さまざまな業界に広がっている時代には特に重要です。

効果的なデータ・ディスカバリーの導入において、組織はどのような課題に直面しているのでしょうか？

データ・ディスカバリーを促進するテクノロジーの進歩にもかかわらず、組織はこれらのソリューションを効果的に導入する上で、依然として大きな課題に直面しています。主な課題の一つは、データ品質管理です。データ・ディスカバリーは入力データの品質に大きく依存するため、データの清浄性、完全性、正確性を確保することが最も重要です。もう一つの課題は、データ・ディスカバリーツールを既存のITインフラと統合することで、互換性の問題を克服する必要があります。さらに、すべての従業員がこのような高度なツールを同じように使いこなせるとは限らないため、スキルギャップという課題もあります。組織は多くの場合、従業員がこれらのテクノロジーを十分に活用できるよう、トレーニングと能力開発に投資しなければならないです。最後に、データ漏洩やサイバーセキュリティの脅威の増加に伴い、ディスカバリー・プロセスで使用されるデータのセキュリティを確保することが、より重要かつ困難になってきています。

データ・ディスカバリー市場の成長の原動力は？

データ・ディスカバリー市場の成長の原動力となる要因はいくつかありますが、特に企業が生成するデータ量の増加と、データ主導の意思決定に対するニーズの高まりが挙げられます。様々な分野の企業が業務のデジタル化を進める中、大規模なデータセットを解析し、価値ある知見を抽出できる強力なアナリティクス・ツールの需要が顕著になっています。さらに、専門家以外のユーザーがITの介入を必要とせずに洞察を生み出せるセルフサービス分析プラットフォームへのシフトも、市場を前進させています。このようなプラットフォームは、組織内のより多くのユーザーがデータに直接関与することを可能にし、よりデータリテラシーに富んだ文化を育み、データ・ディスカバリーソリューションの需要を促進しています。さらに、人工知能や機械学習の継続的な進歩により、データ・ディスカバリーツールの機能が強化され、より正確で効率的なものになっています。急速に変化する市場で競争力を維持し、機敏に行動する必要性などの経済的要因も、データ・ディスカバリーテクノロジーを採用する上で重要な役割を果たしています。このような技術、経済、組織の力学が組み合わさることで、データ・ディスカバリー市場の堅調な成長が保証され、ビジネスインテリジェンスとアナリティクスの将来において不可欠な役割が強調されます。

調査対象企業の例（全46件）

• Birst, Inc.
• ClearStory Data, Inc.
• Cloudera, Inc.
• Datameer, Inc.
• Datawatch Corporation
• MicroStrategy, Inc.
• Oracle Corporation
• Platfora, Inc.
• Qlik Technologies, Inc.
• SAP SE
• Tableau Software, Inc.
• TIBCO Software, Inc.

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

Global Data Discovery Market to Reach US$27.7 Billion by 2030

The global market for Data Discovery estimated at US$10.1 Billion in the year 2023, is expected to reach US$27.7 Billion by 2030, growing at a CAGR of 15.6% over the analysis period 2023-2030. BFSI Vertical, one of the segments analyzed in the report, is expected to record a 18.5% CAGR and reach US$10.2 Billion by the end of the analysis period. Growth in the IT & Telecom Vertical segment is estimated at 16.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.7 Billion While China is Forecast to Grow at 14.2% CAGR

The Data Discovery market in the U.S. is estimated at US$2.7 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$4.1 Billion by the year 2030 trailing a CAGR of 14.2% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 14.5% and 12.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 10.7% CAGR.

Global Data Discovery Market - Key Trends and Drivers Summarized

What Is Data Discovery, and Why Is It Integral to Business Intelligence?

Data discovery is a process integral to business intelligence that involves collecting, cleaning, and analyzing data to generate actionable insights. This process enables organizations to unearth patterns, trends, and anomalies from raw data, transforming them into visual representations like graphs, heat maps, and dashboards for easier comprehension and decision-making. As businesses generate vast amounts of data daily, the ability to efficiently navigate through this data to find relevant information is crucial. Data discovery tools use advanced analytics, including predictive analytics and machine learning, to sift through large datasets and identify significant patterns that might not be evident through traditional analysis methods. This not only enhances the decision-making process but also streamlines various business operations, leading to increased efficiency, reduced costs, and improved overall performance.

How Are Modern Technologies Enhancing Data Discovery Processes?

Modern technologies significantly enhance the efficiency and effectiveness of data discovery processes. With the advent of big data technologies, businesses can handle larger volumes of data than ever before. Tools equipped with AI and machine learning algorithms can automate complex data analysis tasks, reducing the time and effort required while increasing accuracy. These technologies allow for the continuous learning and adaptation of systems based on new data, thereby refining the data discovery process over time. Furthermore, cloud computing has facilitated more scalable and flexible data discovery solutions that businesses of all sizes can access, enabling a more democratic use of advanced analytics. This scalability is particularly crucial in an era where data generation is exponential and widespread across various industries.

What Challenges Do Organizations Face in Implementing Effective Data Discovery?

Despite the advancements in technologies facilitating data discovery, organizations still face significant challenges in implementing these solutions effectively. One of the primary challenges is data quality management. As data discovery depends heavily on the input data's quality, ensuring the cleanliness, completeness, and accuracy of this data is paramount. Another challenge is integrating data discovery tools with existing IT infrastructure, which often involves overcoming compatibility issues and can require substantial initial and ongoing investment. Additionally, there is the challenge of skill gaps, as not all employees are equally adept at utilizing these sophisticated tools. Organizations must often invest in training and development to ensure their staff can leverage these technologies fully. Lastly, with the increase in data breaches and cybersecurity threats, ensuring the security of data used in discovery processes is becoming more crucial and challenging.

What Drives the Growth in the Data Discovery Market?

The growth in the data discovery market is driven by several factors, crucially the increasing volume of data generated by businesses and the growing need for data-driven decision-making. As companies across various sectors continue to digitalize their operations, the demand for powerful analytics tools that can parse through large datasets and extract valuable insights becomes more pronounced. Additionally, the shift towards self-service analytics platforms, where non-expert users can generate insights without the need for IT intervention, is also propelling the market forward. These platforms empower more users within an organization to engage with data directly, fostering a more data-literate culture and driving demand for data discovery solutions. Moreover, the continuous advancements in artificial intelligence and machine learning are enhancing the capabilities of data discovery tools, making them more accurate and efficient. Economic factors, such as the need to remain competitive and agile in rapidly changing markets, also play a critical role in adopting data discovery technologies. Combined, these technological, economic, and organizational dynamics ensure robust growth in the data discovery market, highlighting its essential role in the future of business intelligence and analytics.

Select Competitors (Total 46 Featured) -

• Birst, Inc.
• ClearStory Data, Inc.
• Cloudera, Inc.
• Datameer, Inc.
• Datawatch Corporation
• MicroStrategy, Inc.
• Oracle Corporation
• Platfora, Inc.
• Qlik Technologies, Inc.
• SAP SE
• Tableau Software, Inc.
• TIBCO Software, Inc.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

• 1. MARKET OVERVIEW
  • Influencer Market Insights
  • Data Discovery - Global Key Competitors Percentage Market Share in 2024 (E)
  • Global Economic Update
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
• 2. FOCUS ON SELECT PLAYERS
• 3. MARKET TRENDS & DRIVERS
  • Rising Importance of Data-Driven Decision Making Drives Demand for Data Discovery Solutions
  • Increasing Volume of Big Data Propels Growth of Data Discovery Tools
  • Growing Adoption of AI and Machine Learning Strengthens Business Case for Advanced Data Discovery
  • Technological Advancements in Data Visualization Tools Bode Well for Data Discovery Market
  • Increasing Focus on Customer Insights Drives Adoption of Data Discovery Tools in Marketing
  • Expansion of E-commerce and Retail Sectors Propels Demand for Real-Time Data Discovery
  • Growing Use of Data Discovery in Healthcare Expands Market Opportunities
  • Adoption of Data Discovery in Financial Services Drives Market Growth
  • Growing Focus on Predictive Analytics Sets the Stage for Advanced Data Discovery
  • Expansion of IoT Ecosystem Propels Growth of Data Discovery Tools
• 4. GLOBAL MARKET PERSPECTIVE
  • TABLE 1: World Recent Past, Current & Future Analysis for Data Discovery 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 Discovery 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 BFSI 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 BFSI 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 Retail & Ecommerce 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 Retail & Ecommerce 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 Healthcare & Life Sciences 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 Healthcare & Life Sciences 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 Recent Past, Current & Future Analysis for Other Verticals 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 10: World 7-Year Perspective for Other Verticals 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 11: World Data Discovery Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
  • TABLE 12: World Recent Past, Current & Future Analysis for IT & Telecom 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 13: World 7-Year Perspective for IT & Telecom 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 Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
  • TABLE 14: USA Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 15: USA 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• CANADA
  • TABLE 16: Canada Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 17: Canada 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• JAPAN
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
  • TABLE 18: Japan Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 19: Japan 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• CHINA
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
  • TABLE 20: China Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 21: China 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• EUROPE
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
  • TABLE 22: Europe Recent Past, Current & Future Analysis for Data Discovery 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 23: Europe 7-Year Perspective for Data Discovery by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
  • TABLE 24: Europe Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 25: Europe 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• FRANCE
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
  • TABLE 26: France Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 27: France 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• GERMANY
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
  • TABLE 28: Germany Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 29: Germany 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• ITALY
  • TABLE 30: Italy Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 31: Italy 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• UNITED KINGDOM
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
  • TABLE 32: UK Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 33: UK 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• REST OF EUROPE
  • TABLE 34: Rest of Europe Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 35: Rest of Europe 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• ASIA-PACIFIC
  • Data Discovery Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
  • TABLE 36: Asia-Pacific Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 37: Asia-Pacific 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030
• REST OF WORLD
  • TABLE 38: Rest of World Recent Past, Current & Future Analysis for Data Discovery by Vertical - BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 39: Rest of World 7-Year Perspective for Data Discovery by Vertical - Percentage Breakdown of Value Sales for BFSI, IT & Telecom, Retail & Ecommerce, Healthcare & Life Sciences and Other Verticals for the Years 2024 & 2030

IV. COMPETITION