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市场调查报告书

商品编码

1801583

2025-2029 年全球资料品质人工智慧市场

Global AI in Data Quality Market 2025-2029

出版日期: 2025年08月22日 | 出版商:

TechNavio | 英文 229 Pages | 订单完成后即时交付

价格

简介目录图表

预计2024年至2029年间，数据品质人工智慧市场规模将达18.953亿美元，预测期内复合年增长率为22.9%。

本报告对数据品质市场中的人工智慧进行了全面的分析，包括市场规模和预测、趋势、成长动力、挑战以及涵盖约 25 家供应商的供应商分析。

它提供了对当前市场情景、最新趋势和驱动因素以及整体市场环境的最新分析。市场受到巨量资料的激增和数据复杂性的增加、对高级分析和人工智慧的战略需求以及日益严格的监管审查和数据管治要求的驱动。

市场覆盖
基准年	2025
年底	2029
预测期	2025-2029
成长动力	加速度
同比	21％
复合年增长率	22.9%
增量金额	18.953亿美元

这项研究客观地结合了一手和二手讯息，包括来自行业主要参与者的意见。报告包含对主要企业的分析，以及按地区和供应商格局细分的综合市场规模数据。报告包含历史数据和预测数据。

研究指出，生成式人工智慧与自然语言介面的整合是未来几年推动资料品质人工智慧市场成长的关键因素之一。此外，从被动清理到主动资料可观测性的模式转移，以及整合资料管治和MLOps生态系统中资料品质的统一，将带来庞大的市场需求。

区域细分
区域比较
北美：市场规模及预测 2024-2029
欧洲：2024-2029 年市场规模及预测
亚太地区：2024-2029 年市场规模及预测
南美洲：市场规模及预测（2024-2029）
中东和非洲：2024-2029 年市场规模及预测
美国：市场规模与预测 2024-2029
中国：市场规模及预测（2024-2029）
英国：市场规模及预测 2024-2029
德国：2024-2029年市场规模及预测
加拿大：市场规模及预测（2024-2029）
印度：市场规模及预测（2024-2029）
日本：2024-2029 年市场规模及预测
韩国：市场规模及预测（2024-2029）
法国：2024-2029年市场规模及预测
义大利：2024-2029 年市场规模及预测
各地区市场机会

第 11 章驱动因素、挑战、机会与限制因素

市场驱动因素
市场挑战
驱动因素和挑战的影响
市场机会与限制

第十二章竞争格局

概述
竞争格局
令人困惑的情况
产业风险

第十三章竞争分析

公司简介
企业排名指数
公司市场定位
Alteryx Inc.
Amazon Web Services Inc.
Collibra
Databricks Inc.
Experian Plc
Google LLC
Informatica Inc.
International Business Machines Corp.
Microsoft Corp.
Oracle Corp.
Salesforce Inc.
SAP SE
SAS Institute Inc.
Snowflake Inc.
Teradata Corp.

第十四章附录

简介目录图表

Product Code: IRTNTR80939

The AI in data quality market is forecasted to grow by USD 1,895.3 mn during 2024-2029, accelerating at a CAGR of 22.9% during the forecast period. The report on the AI in data quality market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of big data and escalating data complexity, strategic imperative of advanced analytics and artificial intelligence, and escalating regulatory scrutiny and data governance requirements.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	21%
CAGR	22.9%
Incremental Value	$1,895.3 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's AI in data quality market is segmented as below:

By Component

Software
Services

By Deployment

Cloud-based
On premises

By Industry Application

BFSI
IT and telecommunications
Healthcare
Retail and e commerce
Others

By Geographical Landscape

North America
Europe
APAC
South America
Middle East and Africa

This study identifies the fusion of generative AI and natural language interfaces as one of the prime reasons driving the AI in data quality market growth during the next few years. Also, paradigm shift from reactive cleansing to proactive data observability and unification of data quality within integrated data governance and mlops ecosystems will lead to sizable demand in the market.

The report on the AI in data quality market covers the following areas:

AI In Data Quality Market sizing
AI In Data Quality Market forecast
AI In Data Quality Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading AI in data quality market vendors that include Alteryx Inc., Amazon Web Services Inc., Ataccama Corp., Collibra, Databricks Inc., Dataiku Inc., Experian PLC, Google LLC, Informatica Inc., International Business Machines Corp., Microsoft Corp., Oracle Corp., Precisely, QlikTech International AB, Salesforce Inc., SAP SE, SAS Institute Inc., Snowflake Inc., Teradata Corp., and TIBCO Software Inc.. Also, the AI in data quality market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market By Geographical Landscape
- Executive Summary - Chart on Market Segmentation by Component
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Industry Application
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
- Overview on factors of disruption
2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
3.2 Market characteristics
- Market characteristics analysis
3.3 Value chain analysis
- Value chain analysis

4 Market Sizing

4.1 Market definition
- Offerings of companies included in the market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Five Forces Analysis

5.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
5.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
5.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
5.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
5.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
5.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
5.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029

6 Market Segmentation by Component

6.1 Market segments
- Chart on Component - Market share 2024-2029 (%)
- Data Table on Component - Market share 2024-2029 (%)
6.2 Comparison by Component
- Chart on Comparison by Component
- Data Table on Comparison by Component
6.3 Software - Market size and forecast 2024-2029
- Chart on Software - Market size and forecast 2024-2029 ($ million)
- Data Table on Software - Market size and forecast 2024-2029 ($ million)
- Chart on Software - Year-over-year growth 2024-2029 (%)
- Data Table on Software - Year-over-year growth 2024-2029 (%)
6.4 Services - Market size and forecast 2024-2029
- Chart on Services - Market size and forecast 2024-2029 ($ million)
- Data Table on Services - Market size and forecast 2024-2029 ($ million)
- Chart on Services - Year-over-year growth 2024-2029 (%)
- Data Table on Services - Year-over-year growth 2024-2029 (%)
6.5 Market opportunity by Component
- Market opportunity by Component ($ million)
- Data Table on Market opportunity by Component ($ million)

7 Market Segmentation by Deployment

7.1 Market segments
- Chart on Deployment - Market share 2024-2029 (%)
- Data Table on Deployment - Market share 2024-2029 (%)
7.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
7.3 Cloud-based - Market size and forecast 2024-2029
- Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
- Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
- Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
- Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
7.4 On premises - Market size and forecast 2024-2029
- Chart on On premises - Market size and forecast 2024-2029 ($ million)
- Data Table on On premises - Market size and forecast 2024-2029 ($ million)
- Chart on On premises - Year-over-year growth 2024-2029 (%)
- Data Table on On premises - Year-over-year growth 2024-2029 (%)
7.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)

8 Market Segmentation by Industry Application

8.1 Market segments
- Chart on Industry Application - Market share 2024-2029 (%)
- Data Table on Industry Application - Market share 2024-2029 (%)
8.2 Comparison by Industry Application
- Chart on Comparison by Industry Application
- Data Table on Comparison by Industry Application
8.3 BFSI - Market size and forecast 2024-2029
- Chart on BFSI - Market size and forecast 2024-2029 ($ million)
- Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
- Chart on BFSI - Year-over-year growth 2024-2029 (%)
- Data Table on BFSI - Year-over-year growth 2024-2029 (%)
8.4 IT and telecommunications - Market size and forecast 2024-2029
- Chart on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
- Data Table on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
- Chart on IT and telecommunications - Year-over-year growth 2024-2029 (%)
- Data Table on IT and telecommunications - Year-over-year growth 2024-2029 (%)
8.5 Healthcare - Market size and forecast 2024-2029
- Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
- Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
- Chart on Healthcare - Year-over-year growth 2024-2029 (%)
- Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
8.6 Retail and e commerce - Market size and forecast 2024-2029
- Chart on Retail and e commerce - Market size and forecast 2024-2029 ($ million)
- Data Table on Retail and e commerce - Market size and forecast 2024-2029 ($ million)
- Chart on Retail and e commerce - Year-over-year growth 2024-2029 (%)
- Data Table on Retail and e commerce - Year-over-year growth 2024-2029 (%)
8.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
8.8 Market opportunity by Industry Application
- Market opportunity by Industry Application ($ million)
- Data Table on Market opportunity by Industry Application ($ million)

9 Customer Landscape

9.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

10 Geographic Landscape

10.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
10.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
10.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
10.4 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
10.5 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
10.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
10.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
10.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
10.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
10.10 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
10.11 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
10.12 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
10.13 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
10.14 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
10.15 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
10.16 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
10.17 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
10.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

11 Drivers, Challenges, and Opportunity/Restraints

11.1 Market drivers
11.2 Market challenges
11.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
11.4 Market opportunities/restraints

12 Competitive Landscape

12.1 Overview
12.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
12.3 Landscape disruption
- Overview on factors of disruption
12.4 Industry risks
- Impact of key risks on business

13 Competitive Analysis

13.1 Companies profiled
- Companies covered
13.2 Company ranking index
- Company ranking index
13.3 Market positioning of companies
- Matrix on companies position and classification
13.4 Alteryx Inc.
- Alteryx Inc. - Overview
- Alteryx Inc. - Product / Service
- Alteryx Inc. - Key news
- Alteryx Inc. - Key offerings
- SWOT
13.5 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key news
- Amazon Web Services Inc. - Key offerings
- SWOT
13.6 Collibra
- Collibra - Overview
- Collibra - Product / Service
- Collibra - Key offerings
- SWOT
13.7 Databricks Inc.
- Databricks Inc. - Overview
- Databricks Inc. - Product / Service
- Databricks Inc. - Key offerings
- SWOT
13.8 Experian Plc
- Experian Plc - Overview
- Experian Plc - Business segments
- Experian Plc - Key offerings
- Experian Plc - Segment focus
- SWOT
13.9 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
13.10 Informatica Inc.
- Informatica Inc. - Overview
- Informatica Inc. - Product / Service
- Informatica Inc. - Key news
- Informatica Inc. - Key offerings
- SWOT
13.11 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
- SWOT
13.12 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
13.13 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
13.14 Salesforce Inc.
- Salesforce Inc. - Overview
- Salesforce Inc. - Product / Service
- Salesforce Inc. - Key news
- Salesforce Inc. - Key offerings
- SWOT
13.15 SAP SE
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
13.16 SAS Institute Inc.
- SAS Institute Inc. - Overview
- SAS Institute Inc. - Product / Service
- SAS Institute Inc. - Key news
- SAS Institute Inc. - Key offerings
- SWOT
13.17 Snowflake Inc.
- Snowflake Inc. - Overview
- Snowflake Inc. - Product / Service
- Snowflake Inc. - Key offerings
- SWOT
13.18 Teradata Corp.
- Teradata Corp. - Overview
- Teradata Corp. - Business segments
- Teradata Corp. - Key news
- Teradata Corp. - Key offerings
- Teradata Corp. - Segment focus
- SWOT

14 Appendix

14.1 Scope of the report
14.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
14.3 Currency conversion rates for US$
- Currency conversion rates for US$
14.4 Research methodology
- Research methodology
14.5 Data procurement
- Information sources
14.6 Data validation
- Data validation
14.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
14.8 Data synthesis
- Data synthesis
14.9 360 degree market analysis
- 360 degree market analysis
14.10 List of abbreviations
- List of abbreviations

简介目录图表

Exhibits:

Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Component
Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits7: Executive Summary - Chart on Market Segmentation by Industry Application
Exhibits8: Executive Summary - Chart on Incremental Growth
Exhibits9: Executive Summary - Data Table on Incremental Growth
Exhibits10: Executive Summary - Chart on Company Market Positioning
Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits12: Overview on criticality of inputs and factors of differentiation
Exhibits13: Overview on factors of disruption
Exhibits14: Impact of drivers and challenges in 2024 and 2029
Exhibits15: Parent Market
Exhibits16: Data Table on - Parent Market
Exhibits17: Market characteristics analysis
Exhibits18: Value chain analysis
Exhibits19: Offerings of companies included in the market definition
Exhibits20: Market segments
Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits25: Five forces analysis - Comparison between 2024 and 2029
Exhibits26: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits27: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits28: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits29: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits30: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits31: Chart on Market condition - Five forces 2024 and 2029
Exhibits32: Chart on Component - Market share 2024-2029 (%)
Exhibits33: Data Table on Component - Market share 2024-2029 (%)
Exhibits34: Chart on Comparison by Component
Exhibits35: Data Table on Comparison by Component
Exhibits36: Chart on Software - Market size and forecast 2024-2029 ($ million)
Exhibits37: Data Table on Software - Market size and forecast 2024-2029 ($ million)
Exhibits38: Chart on Software - Year-over-year growth 2024-2029 (%)
Exhibits39: Data Table on Software - Year-over-year growth 2024-2029 (%)
Exhibits40: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits41: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits42: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits43: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits44: Market opportunity by Component ($ million)
Exhibits45: Data Table on Market opportunity by Component ($ million)
Exhibits46: Chart on Deployment - Market share 2024-2029 (%)
Exhibits47: Data Table on Deployment - Market share 2024-2029 (%)
Exhibits48: Chart on Comparison by Deployment
Exhibits49: Data Table on Comparison by Deployment
Exhibits50: Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
Exhibits51: Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
Exhibits52: Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
Exhibits53: Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
Exhibits54: Chart on On premises - Market size and forecast 2024-2029 ($ million)
Exhibits55: Data Table on On premises - Market size and forecast 2024-2029 ($ million)
Exhibits56: Chart on On premises - Year-over-year growth 2024-2029 (%)
Exhibits57: Data Table on On premises - Year-over-year growth 2024-2029 (%)
Exhibits58: Market opportunity by Deployment ($ million)
Exhibits59: Data Table on Market opportunity by Deployment ($ million)
Exhibits60: Chart on Industry Application - Market share 2024-2029 (%)
Exhibits61: Data Table on Industry Application - Market share 2024-2029 (%)
Exhibits62: Chart on Comparison by Industry Application
Exhibits63: Data Table on Comparison by Industry Application
Exhibits64: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits65: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits66: Chart on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits67: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits68: Chart on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
Exhibits69: Data Table on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
Exhibits70: Chart on IT and telecommunications - Year-over-year growth 2024-2029 (%)
Exhibits71: Data Table on IT and telecommunications - Year-over-year growth 2024-2029 (%)
Exhibits72: Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits73: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Exhibits74: Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits75: Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
Exhibits76: Chart on Retail and e commerce - Market size and forecast 2024-2029 ($ million)
Exhibits77: Data Table on Retail and e commerce - Market size and forecast 2024-2029 ($ million)
Exhibits78: Chart on Retail and e commerce - Year-over-year growth 2024-2029 (%)
Exhibits79: Data Table on Retail and e commerce - Year-over-year growth 2024-2029 (%)
Exhibits80: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits81: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits82: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits83: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits84: Market opportunity by Industry Application ($ million)
Exhibits85: Data Table on Market opportunity by Industry Application ($ million)
Exhibits86: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits87: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits88: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits89: Chart on Geographic comparison
Exhibits90: Data Table on Geographic comparison
Exhibits91: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits92: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits93: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits94: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits95: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits96: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits97: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits98: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits99: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits100: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits101: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits102: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits103: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits104: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits105: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits106: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits107: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits108: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits109: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits110: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits111: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits112: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits113: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits114: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits115: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits116: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits117: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits118: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits119: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits120: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits121: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits122: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits123: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits124: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits125: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits126: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits127: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits128: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits129: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits130: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits131: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits132: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits133: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits134: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits135: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits136: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits137: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits138: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits139: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits140: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits141: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits142: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits143: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits144: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits145: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits146: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits147: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits148: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits149: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibits150: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibits151: Market opportunity By Geographical Landscape ($ million)
Exhibits152: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits153: Impact of drivers and challenges in 2024 and 2029
Exhibits154: Overview on criticality of inputs and factors of differentiation
Exhibits155: Overview on factors of disruption
Exhibits156: Impact of key risks on business
Exhibits157: Companies covered
Exhibits158: Company ranking index
Exhibits159: Matrix on companies position and classification
Exhibits160: Alteryx Inc. - Overview
Exhibits161: Alteryx Inc. - Product / Service
Exhibits162: Alteryx Inc. - Key news
Exhibits163: Alteryx Inc. - Key offerings
Exhibits164: SWOT
Exhibits165: Amazon Web Services Inc. - Overview
Exhibits166: Amazon Web Services Inc. - Product / Service
Exhibits167: Amazon Web Services Inc. - Key news
Exhibits168: Amazon Web Services Inc. - Key offerings
Exhibits169: SWOT
Exhibits170: Collibra - Overview
Exhibits171: Collibra - Product / Service
Exhibits172: Collibra - Key offerings
Exhibits173: SWOT
Exhibits174: Databricks Inc. - Overview
Exhibits175: Databricks Inc. - Product / Service
Exhibits176: Databricks Inc. - Key offerings
Exhibits177: SWOT
Exhibits178: Experian Plc - Overview
Exhibits179: Experian Plc - Business segments
Exhibits180: Experian Plc - Key offerings
Exhibits181: Experian Plc - Segment focus
Exhibits182: SWOT
Exhibits183: Google LLC - Overview
Exhibits184: Google LLC - Product / Service
Exhibits185: Google LLC - Key offerings
Exhibits186: SWOT
Exhibits187: Informatica Inc. - Overview
Exhibits188: Informatica Inc. - Product / Service
Exhibits189: Informatica Inc. - Key news
Exhibits190: Informatica Inc. - Key offerings
Exhibits191: SWOT
Exhibits192: International Business Machines Corp. - Overview
Exhibits193: International Business Machines Corp. - Business segments
Exhibits194: International Business Machines Corp. - Key news
Exhibits195: International Business Machines Corp. - Key offerings
Exhibits196: International Business Machines Corp. - Segment focus
Exhibits197: SWOT
Exhibits198: Microsoft Corp. - Overview
Exhibits199: Microsoft Corp. - Business segments
Exhibits200: Microsoft Corp. - Key news
Exhibits201: Microsoft Corp. - Key offerings
Exhibits202: Microsoft Corp. - Segment focus
Exhibits203: SWOT
Exhibits204: Oracle Corp. - Overview
Exhibits205: Oracle Corp. - Business segments
Exhibits206: Oracle Corp. - Key news
Exhibits207: Oracle Corp. - Key offerings
Exhibits208: Oracle Corp. - Segment focus
Exhibits209: SWOT
Exhibits210: Salesforce Inc. - Overview
Exhibits211: Salesforce Inc. - Product / Service
Exhibits212: Salesforce Inc. - Key news
Exhibits213: Salesforce Inc. - Key offerings
Exhibits214: SWOT
Exhibits215: SAP SE - Overview
Exhibits216: SAP SE - Business segments
Exhibits217: SAP SE - Key news
Exhibits218: SAP SE - Key offerings
Exhibits219: SAP SE - Segment focus
Exhibits220: SWOT
Exhibits221: SAS Institute Inc. - Overview
Exhibits222: SAS Institute Inc. - Product / Service
Exhibits223: SAS Institute Inc. - Key news
Exhibits224: SAS Institute Inc. - Key offerings
Exhibits225: SWOT
Exhibits226: Snowflake Inc. - Overview
Exhibits227: Snowflake Inc. - Product / Service
Exhibits228: Snowflake Inc. - Key offerings
Exhibits229: SWOT
Exhibits230: Teradata Corp. - Overview
Exhibits231: Teradata Corp. - Business segments
Exhibits232: Teradata Corp. - Key news
Exhibits233: Teradata Corp. - Key offerings
Exhibits234: Teradata Corp. - Segment focus
Exhibits235: SWOT
Exhibits236: Inclusions checklist
Exhibits237: Exclusions checklist
Exhibits238: Currency conversion rates for US$
Exhibits239: Research methodology
Exhibits240: Information sources
Exhibits241: Data validation
Exhibits242: Validation techniques employed for market sizing
Exhibits243: Data synthesis
Exhibits244: 360 degree market analysis
Exhibits245: List of abbreviations

02-2729-4219

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License/价格

2025-2029 年全球资料品质人工智慧市场

Global AI in Data Quality Market 2025-2029

目录

第一章执行摘要

第二章 Technavio 分析

第三章市场状况

第四章市场规模

第五章五力分析

6. 按组件细分的市场

7. 按部署细分市场

第八章按行业应用细分市场

第九章客户状况

第十章地区情势