查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1530239

人工智慧資料管理市場規模、佔有率、趨勢分析報告：按配置、按產品、按資料類型、按應用、按技術、按行業、按地區、細分市場預測，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個工作天內

價格

人工智慧資料管理市場成長與趨勢：

Grand View Research, Inc.最新報告顯示，預計2030年全球人工智慧資料管理市場規模將達到1,043.2億美元，2024年至2030年複合年成長率為22.7%。

雲端運算服務的日益普及是市場的重要成長要素。雲端基礎的資料管理系統提供擴充性、靈活性和經濟性，使其適合各種規模的組織。雲端儲存還有助於地理分散的團隊存取資料。此外，企業正在意識到遷移工作負載的好處以及降低資本和營運成本的必要性。因此，雲端平台的採用正在迅速增加，增加了對人工智慧資料管理解決方案的需求。

亞太地區電商領域的不斷擴張正在推動AI資料管理市場規模的不斷擴大。網路購物的成長趨勢提高了消費者對資料隱私和安全的意識，促使電子商務部門採用人工智慧技術來更好地管理客戶資料。此外，人工智慧資料管理對於支援線上交易至關重要，預計將在預測期內推動市場發展。

人工智慧和機器學習 (ML) 技術的進步是廣泛採用人工智慧驅動的資料管理解決方案的關鍵驅動力。人工智慧和機器學習工具的日益普及為企業提供了強大的功能，可以從其生成和收集的大量資料中提取有價值的見解。將人工智慧和機器學習納入資料管理策略正在徹底改變企業資料、分析和製定資料驅動決策的方式。

精通人工智慧 (AI) 和 ML 演算法，可實現資料管理業務的自動化和增強。這些技術擅長快速篩選和理解遠遠超出人類能力的大量資料集，從而簡化資料整合、純化和分類等流程。人工智慧主導的自動資料管理不僅減少了手動任務的工作量，還大大降低了出錯的可能性，確保了以資料為中心的結論的準確性和可靠性。

人工智慧資料管理市場報告亮點

  • 2023年，北美將主導市場並佔據收益佔有率。北美公司處於採用新技術的前沿。業務數位化會產生大量資料，必須有效管理和保護。資料管理解決方案對於組織從這些資料中獲取價值至關重要。
  • 從配置來看，雲端細分市場將在 2023 年佔據主導地位。雲端基礎的人工智慧資料管理平台提供運行人工智慧演算法和管理所需的大量資料所需的擴充性、靈活性和經濟高效的儲存和處理能力。雲端和人工智慧之間的協同效應正在推動雲端基礎的人工智慧資料管理解決方案的成長。
  • 從產品來看，服務領域將在 2023 年佔據市場主導地位。 AI資料管理服務包括利用人工智慧 (AI) 來改善整個資料生命週期中的資料處理的各種服務。這些服務可以簡化資料收集、組織、儲存、分析和安全性。
  • 從資料類型來看，文字細分市場將在 2023 年佔據主導地位。人工智慧可以針對個人用戶和客戶群個人化文字內容。這可以實現更有針對性的行銷宣傳活動和更具吸引力的用戶體驗。
  • 從應用來看，插補預測建模領域在 2023 年佔據了市場主導地位。組織收集的資料量不斷增加，而這些資料通常來自各種來源和格式。這種複雜性增加了缺失值的可能性。插補預測模型提供了一種方法來解決這些缺失點並從大量資料中創建更完整的圖像。
  • 從技術來看，電腦視覺領域將在 2023 年佔據市場主導地位。電腦視覺廣泛應用於各個行業，包括自動駕駛汽車、零售、製造和醫療保健。
  • 按行業分類，醫療保健和生命科學行業在 2023 年佔據主要市場佔有率。人工智慧資料管理系統對於準備和分析醫療保健和生命科學產業的資料至關重要，以促進藥物發現、個人化醫療和臨床研究的進步。此外，醫療保健資料通常分散在不同的機構和系統中。人工智慧資料管理系統可以彌合這些孤島，實現更好的資料整合和更全面的患者健康狀況視圖。這可以改善診斷、治療計劃和整體患者照護。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第 3 章：人工智慧資料管理的變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場規模及成長前景
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 行業機會
    • 產業挑戰
    • 2023年主要企業排名分析
  • AI資料管理市場分析工具
    • 波特的分析
    • PESTEL分析

第4章 人工智慧資料管理市場：按配置進行估計和趨勢分析

  • 細分儀表板
  • 人工智慧資料管理市場：2023 年和 2030 年配置變更分析
  • 雲
  • 本地

第5章 人工智慧資料管理市場：透過提供的估計和趨勢分析

  • 細分儀表板
  • 人工智慧資料管理市場：2023 年和 2030 年各產品的變化分析
  • 平台
  • 軟體工具
  • 服務

第6章 人工智慧資料管理市場：依資料類型估算與趨勢分析

  • 細分儀表板
  • 人工智慧資料管理市場：2023 年和 2030 年按資料類型分類的變化分析
  • 音訊的
  • 言語和聲音
  • 影像
  • 句子
  • 影片

第7章 人工智慧資料管理市場：按應用估算與趨勢分析

  • 細分儀表板
  • 人工智慧資料管理市場：2023 年和 2030 年按應用分類的變化分析
  • 資料擴充
  • 資料匿名化和壓縮
  • 探索性資料分析
  • 插補預測模型
  • 資料檢驗和降噪
  • 流程自動化
  • 其他

第8章 人工智慧資料管理市場：技術預估與趨勢分析

  • 細分儀表板
  • 人工智慧資料管理市場：2023 年和 2030 年技術變化分析
  • 機器學習
  • 自然語言處理
  • 電腦視覺
  • 情境意識

第9章 人工智慧資料管理市場：產業預估及趨勢分析

  • 細分儀表板
  • 人工智慧資料管理市場：2023 年和 2030 年產業變化分析
  • BFSI
  • 零售與電子商務
  • 政府和國防
  • 醫療保健和生命科學
  • 製造業
  • 能源/公共產業
  • 媒體與娛樂
  • 資訊科技和通訊
  • 其他

第10章 人工智慧資料管理市場：區域估算與趨勢分析

  • 2023 年及 2030 年人工智慧資料管理市場佔有率（按地區）
  • 北美洲
    • 2017-2030 年北美人工智慧資料管理市場估計與預測
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 2017-2030 年歐洲人工智慧資料管理市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2017-2030 年亞太地區人工智慧資料管理市場估計與預測
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 2017-2030 年拉丁美洲人工智慧資料管理市場估計與預測
    • 巴西
  • 中東和非洲
    • 2017-2030 年中東和非洲人工智慧資料管理市場估計與預測
    • 阿拉伯聯合大公國
    • 南非
    • 沙烏地阿拉伯

第11章競爭格局

  • 主要市場參與企業的最新趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司市場佔有率分析
  • 企業熱力圖分析
  • 策略規劃
    • 擴張
    • 併購
    • 夥伴關係與協作
    • 新產品發布
    • 研究與開發
  • 公司簡介
    • 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