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市場調查報告書
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1760042

2025年人工智慧（AI）數據品質全球市場報告

Artificial Intelligence (AI) In Data Quality Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

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簡介目錄

預計未來幾年，數據品質中的人工智慧 (AI) 市場規模將呈指數級成長。到 2029 年，該市場規模將達到 36.5 億美元，複合年成長率為 25.2%。預測期內的成長可以歸因於對即時資料處理日益成長的需求、與雲端原生平台的整合、對自動化資料品質工具的需求、人工智慧 (AI) 在資料管治中的作用不斷擴大，以及預測分析日益成長的重要性。預測期內的主要趨勢包括在資料合成中採用生成性人工智慧、向自助式資料品質平台轉變、在主資料管理中使用人工智慧、人工智慧與資料架構架構的融合，以及強調資料品質中可解釋的人工智慧。

由於雲端運算的日益普及，人工智慧 (AI) 在數據品質市場中的擴張預計將在未來幾年加速。雲端運算的採用涉及從傳統的內部部署IT基礎設施轉向雲端基礎的平台，這些平台提供可擴展、經濟高效且可遠端存取的運算資源。這種轉變很大程度上是由各行各業的數位轉型努力以及對更靈活、更敏捷的資料管理解決方案的需求所推動的。人工智慧透過自動化資料分析、清理和檢驗等流程來提高雲端環境中的資料質量，確保即時決策所需資料的準確性和完整性。例如，歐盟統計局 (Eurostat) 在 2023 年 12 月報告稱，45.2% 的歐盟公司使用雲端運算，比 2021 年成長 4.2 個百分點，主要用於電子郵件、文件儲存和辦公室工具。因此，雲端運算採用率的提高正在推動數據品質市場中人工智慧的成長。

數據品質市場人工智慧 (AI) 的主要企業正專注於整合生成式 AI，以提高數據準確性和業務效率。生成式 AI 是指能夠透過從現有資料中學習模式來創建新內容（例如文字、圖像、影片、音訊和程式碼）的 AI 系統。例如，2023 年 9 月，美國軟體公司 Saama Technologies Inc. 在其智慧資料品質 (SDQ) 平台中推出了資料品質 (DQ) 聯合試點計畫。這項創新功能利用生成式 AI 來自動化數據品質檢查。使用者只需說明所需的資料檢驗，該工具就會自動產生並測試相應的程式碼，從而顯著減少手動工作並加快臨床試驗工作流程。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場 - 宏觀經濟情景，包括利率、通膨、地緣政治、貿易戰和關稅，以及新冠疫情和復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球資料品質中人工智慧（AI）的PESTEL分析（政治、社會、技術、環境、法律因素、促進因素、限制因素）
  • 最終用途產業分析
  • 全球數據品質市場中的人工智慧（AI）：成長率分析
  • 全球人工智慧 (AI) 在數據品質市場的表現：規模與成長，2019-2024 年
  • 全球資料品質人工智慧 (AI) 市場預測：規模與成長，2024-2029 年，2034 年
  • 全球人工智慧 (AI) 數據品質總潛在市場 (TAM)

第6章市場區隔

  • 全球資料品質市場人工智慧 (AI) 的組成部分、效能和預測（2019-2024 年、2024-2029 年、2034 年）
  • 軟體
  • 服務
  • 全球資料品質人工智慧 (AI) 市場部署模式、效能及預測（2019-2024 年、2024-2029 年、2034 年）
  • 雲端基礎
  • 本地
  • 全球資料品質市場中的人工智慧 (AI)，按組織規模、績效和預測，2019-2024 年、2024-2029 年、2034 年
  • 小型企業
  • 主要企業
  • 全球資料品質人工智慧 (AI) 市場按產業垂直、表現和預測，2019-2024 年、2024-2029 年、2034 年
  • 銀行、金融服務和保險（BFSI）
  • 資訊科技（IT）/通訊
  • 衛生保健
  • 零售與電子商務
  • 製造業
  • 政府/公共部門
  • 其他
  • 全球資料品質市場中的人工智慧 (AI) - 軟體細分（按類型、實際和預測），2019-2024 年、2024-2029 年、2034 年
  • 數據分析工具
  • 資料清理工具
  • 數據監控和檢驗工具
  • 數據整合軟體
  • 主資料管理 (MDM) 解決方案
  • 元資料管理工具
  • 預測數據品質分析
  • 全球資料品質市場中的人工智慧 (AI)：服務細分（按類型、實際及預測），2019-2024 年、2024-2029 年、2034 年
  • 專業服務
  • 託管服務
  • 諮詢服務
  • 實施和整合服務
  • 培訓和支援服務

第7章 區域和國家分析

  • 全球資料品質人工智慧 (AI) 市場各地區、表現及預測（2019-2024 年、2024-2029 年、2034 年）
  • 全球資料品質人工智慧 (AI) 市場（按國家/地區、表現和預測）2019-2024 年、2024-2029 年、2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章競爭格局與公司概況

  • 數據品質市場中的人工智慧（AI）：競爭格局
  • 數據品質市場中的人工智慧（AI）：公司簡介
    • Alphabet Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
    • Accenture plc Overview, Products and Services, Strategy and Financial Analysis
    • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型創新企業

  • Oracle Corporation
  • SAP SE
  • Salesforce.com Inc.
  • Experian plc.
  • Collibra
  • Dataiku
  • Sas Institute Inc.
  • Teradata
  • Informatica Inc.
  • Snowflake Inc.
  • Alteryx Inc.
  • QlikTech International AB
  • Precisely Corporation
  • TIBCO Software Inc.
  • Databricks Inc.

第 32 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第 35 章 高市場潛力國家、細分市場與策略

  • 2029年數據品質市場中的人工智慧（AI）：提供新機會的國家
  • 2029年數據品質市場中的人工智慧（AI）：細分領域帶來新機會
  • 2029年數據品質市場中的人工智慧（AI）：成長策略
    • 基於市場趨勢的策略
    • 競爭對手的策略

第36章 附錄

簡介目錄
Product Code: r35066

Artificial intelligence (AI) in data quality involves using AI technologies to automate, improve, and sustain the accuracy, consistency, completeness, and dependability of data across various systems. AI-powered tools are capable of identifying and correcting errors, detecting anomalies, filling in missing information, removing duplicate entries, and ensuring that data aligns with established standards.

The key elements of AI in data quality are software and services. Software in this context consists of AI-based tools developed to streamline and enhance data quality operations such as cleansing, validation, and enrichment. These solutions assist organizations in preserving precise and trustworthy data, which is essential for informed decision-making and operational effectiveness. They are available in both cloud-based and on-premise formats, accommodating organizations of different sizes-from small and medium-sized enterprises to large corporations-and are utilized across a broad range of industries, including banking, financial services, and insurance (BFSI), information technology (IT) and telecommunications, healthcare, retail and e-commerce, manufacturing, government, and the public sector, among others.

The artificial intelligence (AI) in data quality market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) in data quality market statistics, including the artificial intelligence (AI) in data quality industry's global market size, regional shares, competitors with an artificial intelligence (AI) in data quality market share, detailed artificial intelligence (AI) in data quality market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) in data quality industry. This artificial intelligence (AI) in data quality market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (AI) in data quality market size has grown exponentially in recent years. It will grow from $1.19 billion in 2024 to $1.49 billion in 2025 at a compound annual growth rate (CAGR) of 25.4%. The growth during the historical period can be credited to the rapid increase of data within organizations, the rising need for business intelligence, the adoption of cloud-based data tools, early investments in artificial intelligence (AI) technologies, and the growing demand for data compliance.

The artificial intelligence (AI) in data quality market size is expected to see exponential growth in the next few years. It will grow to $3.65 billion in 2029 at a compound annual growth rate (CAGR) of 25.2%. The growth during the forecast period can be attributed to the increasing need for real-time data processing, integration with cloud-native platforms, demand for automated data quality tools, the expanding role of artificial intelligence (AI) in data governance, and the growing significance of predictive analytics. Key trends in the forecast period include the adoption of generative AI for data synthesis, a shift toward self-service data quality platforms, the use of AI in master data management, the convergence of AI with data fabric architecture, and a focus on explainable AI in data quality.

The growing adoption of cloud computing is expected to accelerate the expansion of artificial intelligence (AI) in the data quality market in the coming years. Cloud computing adoption involves transitioning from traditional on-premises IT infrastructure to cloud-based platforms, which offer scalable, cost-effective, and remotely accessible computing resources. This shift is largely fueled by digital transformation efforts across various industries and the need for more flexible and agile data management solutions. AI contributes to data quality in cloud environments by automating processes such as data profiling, cleansing, and validation, ensuring the accuracy and integrity of data for real-time decision-making. For example, in December 2023, Eurostat, the statistical office of the European Union, reported that 45.2% of EU enterprises used cloud computing, marking a 4.2-point increase from 2021, primarily for email, file storage, and office tools. As a result, the rise in cloud computing adoption is driving the growth of AI in the data quality market.

Leading companies in the artificial intelligence (AI) in data quality market are focusing on integrating generative AI to improve data accuracy and operational efficiency. Generative AI refers to AI systems that can create new content, such as text, images, videos, audio, or code, by learning patterns from existing data. For example, in September 2023, Saama Technologies Inc., a US-based software company, launched a Data Quality (DQ) Co Pilot within its Smart Data Quality (SDQ) platform. This innovative feature utilizes generative AI to automate data quality checks. By allowing users to simply describe the desired data validation, the tool automatically generates and tests the corresponding code, significantly reducing manual effort and speeding up clinical trial workflows.

In January 2024, QlikTech International AB, a US-based data integration and analytics company, acquired Kyndi for an undisclosed amount. This acquisition allows Qlik to enhance its artificial intelligence (AI) capabilities by integrating Kyndi's advanced natural language processing and AI-powered search technology into its platform. Kyndi, a US-based company, specializes in natural language processing and AI software that helps businesses extract actionable insights from unstructured data.

Major players in the artificial intelligence (ai) in data quality market are Alphabet Inc., Microsoft Corporation, Amazon Web Services, Accenture plc, International Business Machines Corporation (IBM), Oracle Corporation, SAP SE, Salesforce.com Inc., Experian plc., Collibra, Dataiku, Sas Institute Inc., Teradata, Informatica Inc., Snowflake Inc., Alteryx Inc., QlikTech International AB, Precisely Corporation, TIBCO Software Inc., Databricks Inc., and Ataccama Corporation.

North America was the largest region in the artificial intelligence (AI) in data quality market in 2024. The regions covered in artificial intelligence (AI) in data quality report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the artificial intelligence (AI) in data quality market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence (AI) in data quality market includes revenues earned by entities by providing services such as automated data profiling, anomaly detection, data cleansing, error reduction, and continuous monitoring. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI) in data quality market also includes sales of graphics processing units (GPUs), central processing units (CPUs), and high-performance memory. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values and are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI) In Data Quality Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (ai) in data quality market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for artificial intelligence (ai) in data quality ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The artificial intelligence (ai) in data quality market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Software; Services
  • 2) By Deployment Mode: Cloud-Based; On-premise
  • 3) By Organization Size: Small And Medium-Sized Enterprises; Large Enterprises
  • 4) By Industry Vertical: Banking, Financial Services, and Insurance (BFSI); Information Technology (IT) And Telecommunications; Healthcare; Retail And E-commerce; Manufacturing; Government And Public Sector; Other Industry Verticals
  • Subsegments:
  • 1) By Software: Data Profiling Tools; Data Cleansing Tools; Data Monitoring And Validation Tools; Data Integration Software; Master Data Management (MDM) Solutions; Metadata Management Tools; Predictive Data Quality Analytics
  • 2) By Services: Professional Services; Managed Services; Consulting Services; Implementation And Integration Services; Training And Support Services
  • Companies Mentioned: Alphabet Inc.; Microsoft Corporation; Amazon Web Services; Accenture plc; International Business Machines Corporation (IBM)
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Artificial Intelligence (AI) In Data Quality Market Characteristics

3. Artificial Intelligence (AI) In Data Quality Market Trends And Strategies

4. Artificial Intelligence (AI) In Data Quality Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

5. Global Artificial Intelligence (AI) In Data Quality Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Artificial Intelligence (AI) In Data Quality PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Artificial Intelligence (AI) In Data Quality Market Growth Rate Analysis
  • 5.4. Global Artificial Intelligence (AI) In Data Quality Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Artificial Intelligence (AI) In Data Quality Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Artificial Intelligence (AI) In Data Quality Total Addressable Market (TAM)

6. Artificial Intelligence (AI) In Data Quality Market Segmentation

  • 6.1. Global Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Services
  • 6.2. Global Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud-Based
  • On-premise
  • 6.3. Global Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Small And Medium-Sized Enterprises
  • Large Enterprises
  • 6.4. Global Artificial Intelligence (AI) In Data Quality Market, Segmentation By Industry Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Banking, Financial Services, and Insurance (BFSI)
  • Information Technology (IT) And Telecommunications
  • Healthcare
  • Retail And E-commerce
  • Manufacturing
  • Government And Public Sector
  • Other Industry Verticals
  • 6.5. Global Artificial Intelligence (AI) In Data Quality Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Data Profiling Tools
  • Data Cleansing Tools
  • Data Monitoring And Validation Tools
  • Data Integration Software
  • Master Data Management (MDM) Solutions
  • Metadata Management Tools
  • Predictive Data Quality Analytics
  • 6.6. Global Artificial Intelligence (AI) In Data Quality Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Professional Services
  • Managed Services
  • Consulting Services
  • Implementation And Integration Services
  • Training And Support Services

7. Artificial Intelligence (AI) In Data Quality Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence (AI) In Data Quality Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Artificial Intelligence (AI) In Data Quality Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI) In Data Quality Market

  • 8.1. Asia-Pacific Artificial Intelligence (AI) In Data Quality Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI) In Data Quality Market

  • 9.1. China Artificial Intelligence (AI) In Data Quality Market Overview
  • 9.2. China Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI) In Data Quality Market

  • 10.1. India Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI) In Data Quality Market

  • 11.1. Japan Artificial Intelligence (AI) In Data Quality Market Overview
  • 11.2. Japan Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI) In Data Quality Market

  • 12.1. Australia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI) In Data Quality Market

  • 13.1. Indonesia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI) In Data Quality Market

  • 14.1. South Korea Artificial Intelligence (AI) In Data Quality Market Overview
  • 14.2. South Korea Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI) In Data Quality Market

  • 15.1. Western Europe Artificial Intelligence (AI) In Data Quality Market Overview
  • 15.2. Western Europe Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI) In Data Quality Market

  • 16.1. UK Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI) In Data Quality Market

  • 17.1. Germany Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI) In Data Quality Market

  • 18.1. France Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI) In Data Quality Market

  • 19.1. Italy Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI) In Data Quality Market

  • 20.1. Spain Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI) In Data Quality Market

  • 21.1. Eastern Europe Artificial Intelligence (AI) In Data Quality Market Overview
  • 21.2. Eastern Europe Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI) In Data Quality Market

  • 22.1. Russia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI) In Data Quality Market

  • 23.1. North America Artificial Intelligence (AI) In Data Quality Market Overview
  • 23.2. North America Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI) In Data Quality Market

  • 24.1. USA Artificial Intelligence (AI) In Data Quality Market Overview
  • 24.2. USA Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI) In Data Quality Market

  • 25.1. Canada Artificial Intelligence (AI) In Data Quality Market Overview
  • 25.2. Canada Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI) In Data Quality Market

  • 26.1. South America Artificial Intelligence (AI) In Data Quality Market Overview
  • 26.2. South America Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI) In Data Quality Market

  • 27.1. Brazil Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI) In Data Quality Market

  • 28.1. Middle East Artificial Intelligence (AI) In Data Quality Market Overview
  • 28.2. Middle East Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI) In Data Quality Market

  • 29.1. Africa Artificial Intelligence (AI) In Data Quality Market Overview
  • 29.2. Africa Artificial Intelligence (AI) In Data Quality Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Artificial Intelligence (AI) In Data Quality Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Artificial Intelligence (AI) In Data Quality Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI) In Data Quality Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence (AI) In Data Quality Market Competitive Landscape
  • 30.2. Artificial Intelligence (AI) In Data Quality Market Company Profiles
    • 30.2.1. Alphabet Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Accenture plc Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI) In Data Quality Market Other Major And Innovative Companies

  • 31.1. Oracle Corporation
  • 31.2. SAP SE
  • 31.3. Salesforce.com Inc.
  • 31.4. Experian plc.
  • 31.5. Collibra
  • 31.6. Dataiku
  • 31.7. Sas Institute Inc.
  • 31.8. Teradata
  • 31.9. Informatica Inc.
  • 31.10. Snowflake Inc.
  • 31.11. Alteryx Inc.
  • 31.12. QlikTech International AB
  • 31.13. Precisely Corporation
  • 31.14. TIBCO Software Inc.
  • 31.15. Databricks Inc.

32. Global Artificial Intelligence (AI) In Data Quality Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Data Quality Market

34. Recent Developments In The Artificial Intelligence (AI) In Data Quality Market

35. Artificial Intelligence (AI) In Data Quality Market High Potential Countries, Segments and Strategies

  • 35.1 Artificial Intelligence (AI) In Data Quality Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence (AI) In Data Quality Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence (AI) In Data Quality Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer