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市场调查报告书
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1760042

2025年人工智慧（AI）数据品质全球市场报告

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个工作天内

价格
简介目录

预计未来几年，数据品质中的人工智慧 (AI) 市场规模将呈指数级增长。到 2029 年，该市场规模将达到 36.5 亿美元，复合年增长率为 25.2%。预测期内的成长可以归因于对即时资料处理日益增长的需求、与云端原生平台的整合、对自动化资料品质工具的需求、人工智慧 (AI) 在资料管治中的作用不断扩大，以及预测分析日益增长的重要性。预测期内的主要趋势包括在资料合成中采用生成性人工智慧、向自助式资料品质平台转变、在主资料管理中使用人工智慧、人工智慧与资料架构架构的融合，以及强调资料品质中可解释的人工智慧。

由于云端运算的日益普及，人工智慧 (AI) 在数据品质市场中的扩张预计将在未来几年加速。云端运算的采用涉及从传统的内部部署IT基础设施转向云端基础的平台，这些平台提供可扩展、经济高效且可远端存取的运算资源。这种转变很大程度上是由各行各业的数位转型努力以及对更灵活、更敏捷的资料管理解决方案的需求所推动的。人工智慧透过自动化资料分析、清理和检验等流程来提高云端环境中的资料质量，确保即时决策所需资料的准确性和完整性。例如，欧盟统计局 (Eurostat) 在 2023 年 12 月报告称，45.2% 的欧盟公司使用云端运算，比 2021 年增长 4.2 个百分点，主要用于电子邮件、文件储存和办公室工具。因此，云端运算采用率的提高正在推动数据品质市场中人工智慧的成长。

数据品质市场人工智慧 (AI) 的主要企业正专注于整合生成式 AI，以提高数据准确性和业务效率。生成式 AI 是指能够透过从现有资料中学习模式来创建新内容（例如文字、图像、影片、音讯和程式码）的 AI 系统。例如，2023 年 9 月，美国软体公司 Saama Technologies Inc. 在其智慧资料品质 (SDQ) 平台中推出了资料品质 (DQ) 联合试点计画。这项创新功能利用生成式 AI 来自动化数据品质检查。使用者只需说明所需的资料检验，该工具就会自动产生并测试相应的程式码，从而显着减少手动工作并加快临床试验工作流程。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场 - 宏观经济情景，包括利率、通膨、地缘政治、贸易战和关税，以及新冠疫情和復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球资料品质中人工智慧（AI）的PESTEL分析（政治、社会、技术、环境、法律因素、驱动因素、限制因素）
  • 最终用途产业分析
  • 全球数据品质市场中的人工智慧（AI）：增长率分析
  • 全球人工智慧 (AI) 在数据品质市场的表现：规模与成长，2019-2024 年
  • 全球资料品质人工智慧 (AI) 市场预测：规模与成长，2024-2029 年，2034 年
  • 全球人工智慧 (AI) 数据品质总潜在市场 (TAM)

第六章市场区隔

  • 全球资料品质市场人工智慧 (AI) 的组成部分、效能和预测（2019-2024 年、2024-2029 年、2034 年）
  • 软体
  • 服务
  • 全球资料品质人工智慧 (AI) 市场部署模式、效能及预测（2019-2024 年、2024-2029 年、2034 年）
  • 云端基础
  • 本地
  • 全球资料品质市场中的人工智慧 (AI)，按组织规模、绩效和预测，2019-2024 年、2024-2029 年、2034 年
  • 小型企业
  • 大公司
  • 全球资料品质人工智慧 (AI) 市场按产业垂直、表现和预测，2019-2024 年、2024-2029 年、2034 年
  • 银行、金融服务和保险（BFSI）
  • 资讯科技（IT）/通讯
  • 卫生保健
  • 零售与电子商务
  • 製造业
  • 政府/公共部门
  • 其他的
  • 全球资料品质市场中的人工智慧 (AI) - 软体细分（按类型、实际和预测），2019-2024 年、2024-2029 年、2034 年
  • 数据分析工具
  • 资料清理工具
  • 数据监控和检验工具
  • 数据整合软体
  • 主资料管理 (MDM) 解决方案
  • 元资料管理工具
  • 预测数据品质分析
  • 全球资料品质市场中的人工智慧 (AI)：服务细分（按类型、实际及预测），2019-2024 年、2024-2029 年、2034 年
  • 专业服务
  • 託管服务
  • 咨询服务
  • 实施和整合服务
  • 培训和支援服务

第七章 区域和国家分析

  • 全球资料品质人工智慧 (AI) 市场各地区、表现及预测（2019-2024 年、2024-2029 年、2034 年）
  • 全球资料品质人工智慧 (AI) 市场（按国家/地区、表现和预测）2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章竞争格局与公司概况

  • 数据品质市场中的人工智慧（AI）：竞争格局
  • 数据品质市场中的人工智慧（AI）：公司简介
    • 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 其他大型创新企业

  • 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 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第 35 章 高市场潜力国家、细分市场与策略

  • 2029年数据品质市场中的人工智慧（AI）：提供新机会的国家
  • 2029年数据品质市场中的人工智慧（AI）：细分领域带来新机会
  • 2029年数据品质市场中的人工智慧（AI）：成长策略
    • 基于市场趋势的策略
    • 竞争对手的策略

第36章 附录

简介目录
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