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市场调查报告书
商品编码
1530239

人工智慧资料管理市场规模、份额、趋势分析报告：按配置、按产品、按资料类型、按应用、按技术、按行业、按地区、细分市场预测，2024-2030 年

AI Data Management Market Size, Share & Trends Analysis Report By Deployment, By Offering, By Data Type, By Application, By Technology, By Vertical (BFSI, Retail & E-commerce), By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

人工智慧资料管理市场成长与趋势：

Grand View Research, Inc.最新报告显示，预计2030年全球人工智慧资料管理市场规模将达到1,043.2亿美元，2024年至2030年复合年增长率为22.7%。

云端运算服务的日益普及是市场的重要成长要素。云端基础的资料管理系统提供扩充性、灵活性和经济性，使其适合各种规模的组织。云端储存还有助于地理分散的团队存取资料。此外，企业正在意识到迁移工作负载的好处以及降低资本和营运成本的必要性。因此，云端平台的采用正在迅速增加，增加了对人工智慧资料管理解决方案的需求。

亚太地区电商领域的不断扩张正在推动AI资料管理市场规模的不断扩大。网路购物的成长趋势提高了消费者对资料隐私和安全的意识，促使电子商务部门采用人工智慧技术来更好地管理客户资料。此外，人工智慧资料管理对于支援线上交易至关重要，预计将在预测期内推动市场发展。

人工智慧和机器学习 (ML) 技术的进步是广泛采用人工智慧驱动的资料管理解决方案的关键驱动力。人工智慧和机器学习工具的日益普及为企业提供了强大的功能，可以从其生成和收集的大量资料中提取有价值的见解。将人工智慧和机器学习纳入资料管理策略正在彻底改变企业资料、分析和製定资料驱动决策的方式。

精通人工智慧 (AI) 和 ML 演算法，可实现资料管理业务的自动化和增强。这些技术擅长快速筛选和理解远远超出人类能力的大量资料集，从而简化资料整合、纯化和分类等流程。人工智慧主导的自动资料管理不仅减少了手动任务的工作量，还大大降低了出错的可能性，确保了以资料为中心的结论的准确性和可靠性。

人工智慧资料管理市场报告亮点

  • 2023年，北美将主导市场并占据收益占有率。北美公司处于采用新技术的前沿。业务数位化会产生大量资料，必须有效管理和保护。资料管理解决方案对于组织从这些资料中获取价值至关重要。
  • 从配置来看，云端细分市场将在 2023 年占据主导地位。云端基础的人工智慧资料管理平台提供运行人工智慧演算法和管理所需的大量资料所需的扩充性、灵活性和经济高效的储存和处理能力。云端和人工智慧之间的协同效应正在推动云端基础的人工智慧资料管理解决方案的成长。
  • 从产品来看，服务领域将在 2023 年占据市场主导地位。 AI资料管理服务包括利用人工智慧 (AI) 来改善整个资料生命週期中的资料处理的各种服务。这些服务可以简化资料收集、组织、储存、分析和安全性。
  • 从资料类型来看，文字细分市场将在 2023 年占据主导地位。人工智慧可以针对个人用户和客户群个人化文字内容。这可以实现更有针对性的行销宣传活动和更具吸引力的用户体验。
  • 从应用来看，插补预测建模领域在 2023 年占据了市场主导地位。组织收集的资料量不断增加，而这些资料通常来自各种来源和格式。这种复杂性增加了缺失值的可能性。插补预测模型提供了一种方法来解决这些缺失点并从大量资料中创建更完整的图像。
  • 从技术来看，电脑视觉领域将在 2023 年占据市场主导地位。电脑视觉广泛应用于各个行业，包括自动驾驶汽车、零售、製造和医疗保健。
  • 按行业划分，医疗保健和生命科学行业在 2023 年占据主要市场占有率。人工智慧资料管理系统对于准备和分析医疗保健和生命科学产业的资料至关重要，以促进药物发现、个人化医疗和临床研究的进步。此外，医疗保健资料通常分散在不同的机构和系统中。人工智慧资料管理系统可以弥合这些孤岛，实现更好的资料整合和更全面的患者健康状况视图。这可以改善诊断、治疗计划和整体患者照护。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章：人工智慧资料管理的变数、趋势与范围

  • 市场介绍/系统展望
  • 市场规模及成长前景
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 行业机会
    • 产业挑战
    • 2023年主要企业排名分析
  • AI资料管理市场分析工具
    • 波特的分析
    • PESTEL分析

第四章 人工智慧资料管理市场：按配置进行估计和趋势分析

  • 细分仪表板
  • 人工智慧资料管理市场：2023 年和 2030 年配置变更分析
  • 云
  • 本地

第五章 人工智慧资料管理市场：透过提供的估计和趋势分析

  • 细分仪表板
  • 人工智慧资料管理市场：2023 年和 2030 年各产品的变化分析
  • 平台
  • 软体工具
  • 服务

第六章 人工智慧资料管理市场：依资料类型估算与趋势分析

  • 细分仪表板
  • 人工智慧资料管理市场：2023 年和 2030 年按资料类型分類的变化分析
  • 音讯的
  • 言语和声音
  • 影像
  • 句子
  • 影片

第七章 人工智慧资料管理市场：按应用估算与趋势分析

  • 细分仪表板
  • 人工智慧资料管理市场：2023 年和 2030 年按应用分类的变化分析
  • 资料扩充
  • 资料匿名化和压缩
  • 探索性资料分析
  • 插补预测模型
  • 资料检验和降噪
  • 流程自动化
  • 其他的

第八章 人工智慧资料管理市场：技术预估与趋势分析

  • 细分仪表板
  • 人工智慧资料管理市场：2023 年和 2030 年技术变化分析
  • 机器学习
  • 自然语言处理
  • 电脑视觉
  • 情境意识

第九章 人工智慧资料管理市场：产业预估及趋势分析

  • 细分仪表板
  • 人工智慧资料管理市场：2023 年和 2030 年产业变化分析
  • BFSI
  • 零售与电子商务
  • 政府和国防
  • 医疗保健和生命科学
  • 製造业
  • 能源/公共产业
  • 媒体与娱乐
  • 资讯科技和通讯
  • 其他的

第十章 人工智慧资料管理市场：区域估算与趋势分析

  • 2023 年及 2030 年人工智慧资料管理市场占有率（按地区）
  • 北美洲
    • 2017-2030 年北美人工智慧资料管理市场估计与预测
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 2017-2030 年欧洲人工智慧资料管理市场估计与预测
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 2017-2030 年亚太地区人工智慧资料管理市场估计与预测
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 2017-2030 年拉丁美洲人工智慧资料管理市场估计与预测
    • 巴西
  • 中东和非洲
    • 2017-2030 年中东和非洲人工智慧资料管理市场估计与预测
    • 阿拉伯聯合大公国
    • 南非
    • 沙乌地阿拉伯

第十一章竞争格局

  • 主要市场参与企业的最新趋势和影响分析
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 企业热力图分析
  • 策略规划
    • 扩张
    • 併购
    • 伙伴关係与协作
    • 新产品发布
    • 研究与开发
  • 公司简介
    • Accenture plc
    • Amazon Web Services
    • Databricks Inc.
    • Google LLC
    • International Business Machines Corporation
    • Microsoft Corporation
    • Oracle Corporation
    • Salesforce, Inc.
    • SAP SE
    • SAS Institute
Product Code: GVR-4-68040-355-0

AI Data Management Market Growth & Trends:

The global AI data management market size is expected to reach USD 104.32 billion by 2030, registering a CAGR of 22.7% from 2024 to 2030, according to a new report by Grand View Research, Inc. The increasing adoption of cloud computing services is a prominent growth factor in the market. Cloud-based data management systems offer scalability, flexibility, and affordability, making them suitable for organizations of all sizes. Cloud storage also facilitates easier access to data for geographically dispersed teams. Additionally, companies are becoming more aware of the benefits of migrating workloads, and the imperative to lower capital and operational expenses. Therefore, the surge in the adoption of cloud platforms is fueling the need for AI data management solutions.

The continuous expansion of the e-commerce sector in the Asia Pacific region is boosting the size of the AI data management market. The increasing trend of online shopping is raising consumer consciousness regarding data privacy and security, prompting the e-commerce sector to embrace AI technologies for better management of customer data. In addition, AI data management is pivotal in supporting online transactions, which is expected to drive the market in the forecast period.

Advancements in AI and machine learning (ML) technologies are a major driver for the broad-based implementation of AI-powered data management solutions. As the adoption of AI and ML tools advances, they are providing companies with increasingly potent capabilities to extract valuable insights from the massive amounts of data they produce and collect. Incorporating AI and ML into data management strategies is revolutionizing the way businesses handle, analyze, and make decisions based on data.

The proficiency of artificial intelligence (AI) and ML algorithms in automating and enhancing data management operations. These technologies are adept at sifting through and making sense of vast datasets rapidly, a task that far exceeds human capabilities, thereby streamlining efficiency in processes like data integration, purification, and categorization. AI-driven automated data management not only alleviates the workload associated with manual tasks but also sharply decreases the likelihood of mistakes, guaranteeing the precision and trustworthiness of data-centric conclusions.

AI Data Management Market Report Highlights:

  • North America dominated the market in 2023, accounting for the largest global revenue share. North American companies are at the forefront of adopting new technologies. This drive to digitize operations creates vast amounts of data that need to be efficiently managed and secured. Data management solutions become crucial for organizations to extract value from this data.
  • Based on deployment, the cloud segment dominated the market in 2023. Cloud-based AI data management platforms offer scalable, flexible, and cost-effective storage and processing power essential for running AI algorithms and managing the vast amount of data they require. This synergy between cloud and AI fuels the growth of cloud-based AI data management solutions.
  • Based on offering, the services segment dominated the market in 2023. AI data management services encompass various offerings that leverage artificial intelligence (AI) to improve the handling of data throughout its lifecycle. These services can streamline data collection, organization, storage, analysis, and security.
  • Based on data type, the text segment dominated the market in 2023. AI can personalize text content to individual users or customer segments. This allows for more targeted marketing campaigns and a more engaging user experience.
  • Based on application, the imputation predictive modeling segment dominated the market in 2023. The amount of data organizations collect is constantly growing, and this data often comes from diverse sources and formats. This complexity makes it more likely for missing values to occur. Imputation predictive modeling offers a way to address these missing points and create a more complete picture from the vast amount of data.
  • Based on technology, the computer vision segment dominated the market in 2023. Computer vision is being integrated into a wide range of applications across various industries, including autonomous vehicles, retail and manufacturing, and healthcare. specifically focuses on the tools and techniques for managing the vast amounts of image and video data used to train and operate computer vision models.
  • Based on vertical, the healthcare & life sciences segment represented a significant market share in 2023. AI data management systems are crucial for preparing and analyzing healthcare and life science industry data to drive advancements in drug discovery, personalized medicine, and clinical research. Moreover, healthcare data is often fragmented across different institutions and systems. AI data management systems can bridge these silos, enabling better data integration and a more holistic view of a patient's health. This can improve diagnosis, treatment planning, and overall patient care.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. AI Data Management Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Billion)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Implementation of Advanced Technologies in Data Management Solutions
      • 3.4.1.2. Personalization of Data Management Solutions to Enhance Business Operations
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. High Cost of Implementation of AI Based Data Management Solutions
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
    • 3.4.5. Key Company Ranking Analysis, 2023
  • 3.5. AI Data Management Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. AI Data Management Market: Deployment Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. AI Data Management Market: Deployment Movement Analysis, USD Billion, 2023 & 2030
  • 4.3. Cloud
    • 4.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 4.4. On-premises
    • 4.4.1. On-premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 5. AI Data Management Market: Offering Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. AI Data Management Market: Offering Movement Analysis, USD Billion, 2023 & 2030
  • 5.3. Platform
    • 5.3.1. Platform Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 5.4. Software Tools
    • 5.4.1. Software Tools Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 5.5. Services
    • 5.5.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 6. AI Data Management Market: Data Type Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. AI Data Management Market: Data Type Movement Analysis, USD Billion, 2023 & 2030
  • 6.3. Audio
    • 6.3.1. Audio Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 6.4. Speech & Voice
    • 6.4.1. Speech & Voice Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 6.5. Image
    • 6.5.1. Image Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 6.6. Text
    • 6.6.1. Text Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 6.7. Video
    • 6.7.1. Video Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 7. AI Data Management Market: Application Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. AI Data Management Market: Application Movement Analysis, USD Billion, 2023 & 2030
  • 7.3. Data Augmentation
    • 7.3.1. Data Augmentation Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 7.4. Data Anonymization & Compression
    • 7.4.1. Data Anonymization & Compression Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 7.5. Exploratory Data Analysis
    • 7.5.1. Exploratory Data Analysis Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 7.6. Imputation Predictive Modeling
    • 7.6.1. Imputation Predictive Modeling Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 7.7. Data validation & Noise Reduction
    • 7.7.1. Data validation & Noise Reduction Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 7.8. Process Automation
      • 7.8.1.1. Process Automation Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 7.9. Others
      • 7.9.1.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 8. AI Data Management Market: Technology Estimates & Trend Analysis

  • 8.1. Segment Dashboard
  • 8.2. AI Data Management Market: Technology Movement Analysis, USD Billion, 2023 & 2030
  • 8.3. Machine Learning
    • 8.3.1. Machine Learning Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 8.4. Natural Language Processing
    • 8.4.1. Natural Language Processing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 8.5. Computer Vision
    • 8.5.1. Computer Vision Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 8.6. Context Awareness
    • 8.6.1. Context Awareness Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 9. AI Data Management Market: Vertical Estimates & Trend Analysis

  • 9.1. Segment Dashboard
  • 9.2. AI Data Management Market: Vertical Movement Analysis, USD Billion, 2023 & 2030
  • 9.3. BFSI
    • 9.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.4. Retail & e-commerce
    • 9.4.1. Retail & e-commerce Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.5. Government & Defense
    • 9.5.1. Government & Defense Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.6. Healthcare & Life Sciences
    • 9.6.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.7. Manufacturing
    • 9.7.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.8. Energy & Utilities
    • 9.8.1. Energy & Utilities Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.9. Media & Entertainment
    • 9.9.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.10. IT & Telecommunications
    • 9.10.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 9.11. Others
    • 9.11.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 10. AI Data Management Market: Regional Estimates & Trend Analysis

  • 10.1. AI Data Management Market Share, By Region, 2023 & 2030 (USD Billion)
  • 10.2. North America
    • 10.2.1. North America AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.2.2. U.S.
      • 10.2.2.1. U.S. AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.2.3. Canada
      • 10.2.3.1. Canada AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.2.4. Mexico
      • 10.2.4.1. Mexico AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 10.3. Europe
    • 10.3.1. Europe AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.3.2. UK
      • 10.3.2.1. UK AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.3.3. Germany
      • 10.3.3.1. Germany AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.3.4. France
      • 10.3.4.1. France AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 10.4. Asia Pacific
    • 10.4.1. Asia Pacific AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.4.2. China
      • 10.4.2.1. China AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.4.3. Japan
      • 10.4.3.1. Japan AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.4.4. India
      • 10.4.4.1. India AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.4.5. Australia
      • 10.4.5.1. Australia AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.4.6. South Korea
      • 10.4.6.1. South Korea AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 10.5. Latin America
    • 10.5.1. Latin America AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.5.2. Brazil
      • 10.5.2.1. Brazil AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • 10.6. Middle East and Africa
    • 10.6.1. Middle East and Africa AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.6.2. UAE
      • 10.6.2.1. UAE AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.6.3. South Africa
      • 10.6.3.1. South Africa AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
    • 10.6.4. KSA
      • 10.6.4.1. KSA AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)

Chapter 11. Competitive Landscape

  • 11.1. Recent Developments & Impact Analysis by Key Market Participants
  • 11.2. Company Categorization
  • 11.3. Company Market Positioning
  • 11.4. Company Market Share Analysis
  • 11.5. Company Heat Map Analysis
  • 11.6. Strategy Mapping
    • 11.6.1. Expansion
    • 11.6.2. Mergers & Acquisition
    • 11.6.3. Partnerships & Collaborations
    • 11.6.4. New Product Launches
    • 11.6.5. Research And Development
  • 11.7. Company Profiles
    • 11.7.1. Accenture plc
      • 11.7.1.1. Participant's Overview
      • 11.7.1.2. Financial Performance
      • 11.7.1.3. Product Benchmarking
      • 11.7.1.4. Recent Developments
    • 11.7.2. Amazon Web Services
      • 11.7.2.1. Participant's Overview
      • 11.7.2.2. Financial Performance
      • 11.7.2.3. Product Benchmarking
      • 11.7.2.4. Recent Developments
    • 11.7.3. Databricks Inc.
      • 11.7.3.1. Participant's Overview
      • 11.7.3.2. Financial Performance
      • 11.7.3.3. Product Benchmarking
      • 11.7.3.4. Recent Developments
    • 11.7.4. Google LLC
      • 11.7.4.1. Participant's Overview
      • 11.7.4.2. Financial Performance
      • 11.7.4.3. Product Benchmarking
      • 11.7.4.4. Recent Developments
    • 11.7.5. International Business Machines Corporation
      • 11.7.5.1. Participant's Overview
      • 11.7.5.2. Financial Performance
      • 11.7.5.3. Product Benchmarking
      • 11.7.5.4. Recent Developments
    • 11.7.6. Microsoft Corporation
      • 11.7.6.1. Participant's Overview
      • 11.7.6.2. Financial Performance
      • 11.7.6.3. Product Benchmarking
      • 11.7.6.4. Recent Developments
    • 11.7.7. Oracle Corporation
      • 11.7.7.1. Participant's Overview
      • 11.7.7.2. Financial Performance
      • 11.7.7.3. Product Benchmarking
      • 11.7.7.4. Recent Developments
    • 11.7.8. Salesforce, Inc.
      • 11.7.8.1. Participant's Overview
      • 11.7.8.2. Financial Performance
      • 11.7.8.3. Product Benchmarking
      • 11.7.8.4. Recent Developments
    • 11.7.9. SAP SE
      • 11.7.9.1. Participant's Overview
      • 11.7.9.2. Financial Performance
      • 11.7.9.3. Product Benchmarking
      • 11.7.9.4. Recent Developments
    • 11.7.10. SAS Institute
      • 11.7.10.1. Participant's Overview
      • 11.7.10.2. Financial Performance
      • 11.7.10.3. Product Benchmarking
      • 11.7.10.4. Recent Developments

List of Tables

  • Table 1 AI data management - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global AI data management market, 2017 - 2030 (USD Billion)
  • Table 3 Global AI data management market estimates and forecast by deployment, 2017 - 2030 (USD Billion)
  • Table 4 Global AI data management market estimates and forecast by offering, 2017 - 2030 (USD Billion)
  • Table 5 Global AI data management market estimates and forecast by data type, 2017 - 2030 (USD Billion)
  • Table 6 Global AI data management market estimates and forecast by application, 2017 - 2030 (USD Billion)
  • Table 7 Global AI data management market estimates and forecast by technology, 2017 - 2030 (USD Billion)
  • Table 8 Global AI data management market estimates and forecast by vertical, 2017 - 2030 (USD Billion)
  • Table 9 Global AI data management market estimates and forecasts by region, 2017 - 2030 (USD Billion)
  • Table 10 AI data management market estimates and forecast, by cloud, 2017 - 2030 (USD Billion)
  • Table 11 AI data management market estimates and forecast by on-premises, 2017 - 2030 (USD Billion)
  • Table 12 AI data management market estimates and forecast by platform, 2017 - 2030 (USD Billion)
  • Table 13 AI data management market estimates and forecast by software tools, 2017 - 2030 (USD Billion)
  • Table 14 AI data management market estimates and forecast by services, 2017 - 2030 (USD Billion)
  • Table 15 AI data management market estimates and forecast, by audio, 2017 - 2030 (USD Billion)
  • Table 16 AI data management market estimates and forecast by speech & voice, 2017 - 2030 (USD Billion)
  • Table 17 AI data management market estimates and forecast, by image, 2017 - 2030 (USD Billion)
  • Table 18 AI data management market estimates and forecast by text, 2017 - 2030 (USD Billion)
  • Table 19 AI data management market estimates and forecast by video, 2017 - 2030 (USD Billion)
  • Table 20 AI data management market estimates and forecast, by data augmentation, 2017 - 2030 (USD Billion)
  • Table 21 AI data management market estimates and forecast by data anonymization & compression, 2017 - 2030 (USD Billion)
  • Table 22 AI data management market estimates and forecast by exploratory data analysis, 2017 - 2030 (USD Billion)
  • Table 23 AI data management market estimates and forecast by imputation predictive modeling, 2017 - 2030 (USD Billion)
  • Table 24 AI data management market estimates and forecast by data validation & noise reduction, 2017 - 2030 (USD Billion)
  • Table 25 AI data management market estimates and forecast by process automation, 2017 - 2030 (USD Billion)
  • Table 26 AI data management market estimates and forecast by others, 2017 - 2030 (USD Billion)
  • Table 27 AI data management market estimates and forecast by Machine Learning, 2017 - 2030 (USD Billion)
  • Table 28 AI data management market estimates and forecast, by Natural Language Processing, 2017 - 2030 (USD Billion)
  • Table 29 AI data management market estimates and forecast by computer vision, 2017 - 2030 (USD Billion)
  • Table 30 AI data management market estimates and forecast by context awareness, 2017 - 2030 (USD Billion)
  • Table 31 AI data management market estimates and forecast by BFSI, 2017 - 2030 (USD Billion)
  • Table 32 AI data management market estimates and forecast by retail & e-commerce reduction, 2017 - 2030 (USD Billion)
  • Table 33 AI data management market estimates and forecast by government & defense, 2017 - 2030 (USD Billion)
  • Table 34 AI data management market estimates and forecast by healthcare & life sciences, 2017 - 2030 (USD Billion)
  • Table 35 AI data management market estimates and forecast by manufacturing, 2017 - 2030 (USD Billion)
  • Table 36 AI data management market estimates and forecast by energy & utilities, 2017 - 2030 (USD Billion)
  • Table 37 AI data management market estimates and forecast by media & entertainment, 2017 - 2030 (USD Billion)
  • Table 38 AI data management market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Billion)
  • Table 39 AI data management market estimates and forecast by others, 2017 - 2030 (USD Billion)
  • Table 40 North America AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 41 North America AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 42 North America AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 43 North America AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 44 North America AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 45 North America AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 46 North America AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 47 U.S. AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 48 U.S. AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 49 U.S. AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 50 U.S. AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 51 U.S. AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 52 U.S. AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 53 U.S. AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 54 Canada AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 55 Canada AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 56 Canada AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 57 Canada AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 58 Canada AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 59 Canada AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 60 Canada AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 61 Mexico AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 62 Mexico AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 63 Mexico AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 64 Mexico AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 65 Mexico AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 66 Mexico AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 67 Europe AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 68 Europe AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 69 Europe AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 70 Europe AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 71 Europe AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 72 Europe AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 73 Europe AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 74 UK AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 75 UK AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 76 UK AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 77 UK AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 78 UK AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 79 UK AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 80 UK AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 81 Germany AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 82 Germany AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 83 Germany AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 84 Germany AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 85 Germany AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 86 Germany AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 87 Germany AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 88 France AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 89 France AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 90 France AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 91 France AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 92 France AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 93 France AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 94 France AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 95 Asia Pacific AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 96 Asia Pacific AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 97 Asia Pacific AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 98 Asia Pacific AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 99 Asia Pacific AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 100 Asia Pacific AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 101 Asia Pacific AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 102 China AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 103 China AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 104 China AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 105 China AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 106 China AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 107 China AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 108 China AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 109 Japan AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 110 Japan AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 111 Japan AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 112 Japan AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 113 Japan AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 114 Japan AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 115 Japan AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 116 India AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 117 India AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 118 India AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 119 India AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 120 India AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 121 India AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 122 India AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 123 Australia AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 124 Australia AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 125 Australia AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 126 Australia AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 127 Australia AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 128 Australia AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 129 Australia AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 130 South Korea AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 131 South Korea AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 132 South Korea AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 133 South Korea AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 134 South Korea AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 135 South Korea AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 136 South Korea AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 137 Latin America AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 138 Latin America AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 139 Latin America AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 140 Latin America AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 141 Latin America AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 142 Latin America AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 143 Latin America AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 144 Brazil AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 145 Brazil AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 146 Brazil AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 147 Brazil AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 148 Brazil AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 149 Brazil AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 150 Brazil AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 151 Middle East & Africa AI data management Market Estimates And Forecast, 2017 - 2030 (USD Billion)
  • Table 152 Middle East & Africa AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 153 Middle East & Africa AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 154 Middle East & Africa AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 155 Middle East & Africa AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 156 Middle East & Africa AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 157 Middle East & Africa AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 158 UAE AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 159 UAE AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 160 UAE AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 161 UAE AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 162 UAE AI data management market estimates and forecast, by functionality 2017 - 2030 (USD Billion)
  • Table 163 UAE AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 164 UAE AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 165 South Africa AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 166 South Africa AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 167 South Africa AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 168 South Africa AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 169 South Africa AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 170 South Africa AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 171 South Africa AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)
  • Table 172 KSA AI data management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Table 173 KSA AI data management market estimates and forecast, by deployment, 2017 - 2030 (USD Billion)
  • Table 174 KSA AI data management market estimates and forecast, by offering, 2017 - 2030 (USD Billion)
  • Table 175 KSA AI data management market estimates and forecast, by data type, 2017 - 2030 (USD Billion)
  • Table 176 KSA AI data management market estimates and forecast, by application, 2017 - 2030 (USD Billion)
  • Table 177 KSA AI data management market estimates and forecast, by technology, 2017 - 2030 (USD Billion)
  • Table 178 KSA AI data management market estimates and forecast, by vertical, 2017 - 2030 (USD Billion)

List of Figures

  • Fig. 1 AI Data Management Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot (1/2)
  • Fig. 9 Segment Snapshot (2/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 AI Data Management - Market Size and Growth Prospects (USD Billion)
  • Fig. 12 AI Data Management Market: Industry Value Chain Analysis
  • Fig. 13 AI Data Management Market: Market Dynamics
  • Fig. 14 AI Data Management Market: PORTER's Analysis
  • Fig. 15 AI Data Management Market: PESTEL Analysis
  • Fig. 16 AI Data Management Market Share by Deployment, 2023 & 2030 (USD Billion)
  • Fig. 17 AI Data Management Market, by Deployment: Market Share, 2023 & 2030
  • Fig. 18 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 19 On-premises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 20 AI Data Management Market Share by Offering, 2023 & 2030 (USD Billion)
  • Fig. 21 AI Data Management Market, by Offering: Market Share, 2023 & 2030
  • Fig. 22 Platform Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 23 Software Tools Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 24 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 25 AI Data Management Market Share by Data Type, 2023 & 2030 (USD Billion)
  • Fig. 26 AI Data Management Market Data Type: Market Share, 2023 & 2030
  • Fig. 27 Audio Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 28 Speech & Voice Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 29 Image Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 30 Text Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 31 Video Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 32 AI Data Management Market Share by Application, 2023 & 2030 (USD Billion)
  • Fig. 33 AI Data Management Market, by Application: Market Share, 2023 & 2030
  • Fig. 34 Data Augmentation Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 35 Data Anonymization & Compression Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 36 Exploratory Data Analysis Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 37 Imputation Predictive Modeling Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 38 Data validation & Noise Reduction Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 39 Process Automation Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 40 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 41 AI Data Management Market Share by Technology, 2023 & 2030 (USD Billion)
  • Fig. 42 AI Data Management Market, by Technology: Market Share, 2023 & 2030
  • Fig. 43 Machine Learning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 44 Natural Language Processing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 45 Computer Vision Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 46 Context Awareness Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 47 AI Data Management Market Share by Vertical, 2023 & 2030 (USD Billion)
  • Fig. 48 AI Data Management Market, by Vertical: Market Share, 2023 & 2030
  • Fig. 49 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 50 Retail & e-commerce Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 51 Government & Defense Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 52 Healthcare & Life Sciences Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 53 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 54 Energy & Utilities Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 55 Media & Entertainment Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 56 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 57 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Billion)
  • Fig. 58 AI Data Management Market Revenue, by Region, 2023 & 2030 (USD Billion)
  • Fig. 59 Regional Marketplace: Key Takeaways
  • Fig. 60 Regional Marketplace: Key Takeaways
  • Fig. 61 North America AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 62 U.S. AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 63 Canada AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 64 Mexico AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 65 Europe AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 66 UK AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 67 Germany AI Data Management Market Estimates and Forecasts 2017 - 2030 (USD Billion)
  • Fig. 68 France AI Data Management Market Estimates and Forecasts 2017 - 2030 (USD Billion)
  • Fig. 69 Asia Pacific AI Data Management Market Estimates and Forecast, 2017 - 2030 (USD Billion)
  • Fig. 70 China AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 71 Japan AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 72 India AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 73 Australia AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 74 South Korea AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 75 Latin America AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 76 Brazil AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 77 MEA AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 78 UAE AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 79 South Africa AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 80 KSA AI Data Management Market Estimates and Forecasts, 2017 - 2030 (USD Billion)
  • Fig. 81 Key Company Categorization
  • Fig. 82 Company Market Positioning
  • Fig. 83 Key Company Market Share Analysis, 2023
  • Fig. 84 Strategic Framework