Global Artificial Intelligence (AI) Data Management Market Size Study & Forecast, by Deployment, Offering, Data Type, Application, Technology, Vertical and Regional Forecasts 2025-2035

June 2025 | 285 pages | ID: GDF8AEEDAF9AEN
Bizwit Research & Consulting LLP

US$ 3,218.00 US$ 4,950.00 -35 %
Offer valid until August 31, 2025!

E-mail Delivery (PDF), Hard Copy Mail Delivery

Download PDF Leaflet

Accepted cards
Wire Transfer
Checkout Later
Need Help? Ask a Question
The Global Artificial Intelligence (AI) Data Management Market is valued at approximately USD 31.33 billion in 2024 and is expected to grow at a staggering compound annual growth rate (CAGR) of 22.70% during the forecast period 2025-2035. As data becomes the new oil in the digitally driven economy, AI-powered data management solutions have evolved into mission-critical assets for enterprises navigating vast, complex, and fast-changing information ecosystems. These platforms are engineered to not only store and organize large datasets but to derive real-time insights, automate data governance, and seamlessly orchestrate workflows across hybrid and multi-cloud environments. Fueled by advancements in machine learning, natural language processing, and real-time analytics, AI data management is transforming how organizations extract value from information while ensuring compliance, scalability, and operational agility.

The exponential surge in unstructured and semi-structured data—originating from IoT sensors, social media platforms, e-commerce interactions, and enterprise software—is reshaping the global business landscape. Organizations are rapidly embracing AI-based data management frameworks to pre-empt anomalies, personalize user experiences, streamline supply chains, and enhance strategic forecasting. The synergy of AI and data fabric technologies enables data lineage tracking, automated metadata tagging, intelligent cataloging, and dynamic data masking, thereby fortifying security and accelerating data democratization. Moreover, businesses are leveraging these systems to break down information silos and deploy AI models more effectively across finance, healthcare, and retail industries, where real-time data quality and availability are paramount.

From a regional perspective, North America dominated the AI data management market in 2024 and is expected to maintain its leadership throughout the forecast timeline. This supremacy is underpinned by a robust ecosystem of tech giants, venture capital funding, and early adoption of AI-driven data tools across sectors like BFSI, e-commerce, and government. The U.S. continues to spearhead innovations in AI ops, automated data integration, and cloud-native architecture. Meanwhile, Asia Pacific is set to witness the fastest growth, primarily due to aggressive digital transformation efforts in emerging economies such as China, India, and Southeast Asia. These nations are ramping up AI investments, nurturing tech talent pools, and initiating government-backed digital economy programs, which collectively fuel the demand for advanced data management capabilities. Europe is also making significant strides, driven by stringent data privacy regulations such as GDPR, which prompt the adoption of AI systems capable of ensuring compliance and audit-readiness.

Major market players included in this report are:
  • IBM Corporation
  • Oracle Corporation
  • Amazon Web Services, Inc.
  • Microsoft Corporation
  • Google LLC
  • SAP SE
  • Snowflake Inc.
  • Informatica Inc.
  • Teradata Corporation
  • SAS Institute Inc.
  • Databricks Inc.
  • Cloudera, Inc.
  • Talend S.A.
  • Hewlett Packard Enterprise (HPE)
  • Salesforce, Inc.
Global Artificial Intelligence (AI) Data Management Market Report Scope:
  • Historical Data – 2023, 2024
  • Base Year for Estimation – 2024
  • Forecast period - 2025-2035
  • Report Coverage - Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
  • Regional Scope - North America; Europe; Asia Pacific; Latin America; Middle East & Africa
  • Customization Scope - Free report customization (equivalent up to 8 analysts’ working hours) with purchase. Addition or alteration to country, regional & segment scope*
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values for the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within the countries involved in the study. The report also provides detailed information about crucial aspects, such as driving factors and challenges, which will define the future growth of the market. Additionally, it incorporates potential opportunities in micro-markets for stakeholders to invest, along with a detailed analysis of the competitive landscape and product offerings of key players. The detailed segments and sub-segments of the market are explained below:

By Deployment:
  • On-Premises
  • Cloud-Based
By Offering:
  • Platform
  • Services
By Data Type:
  • Structured
  • Semi-Structured
  • Unstructured
By Application:
  • Data Integration & ETL
  • Data Governance
  • Data Quality
  • Data Security
  • Data Preparation
  • Others
By Technology:
  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Predictive Analytics
By Vertical:
  • BFSI
  • Retail & E-commerce
  • Healthcare
  • IT & Telecommunications
  • Manufacturing
  • Government & Public Sector
  • Energy & Utilities
  • Others
By Region:

North America
  • U.S.
  • Canada
Europe
  • UK
  • Germany
  • France
  • Spain
  • Italy
  • Rest of Europe
Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • Rest of Asia Pacific
Latin America
  • Brazil
  • Mexico
Middle East & Africa
  • UAE
  • Saudi Arabia
  • South Africa
  • Rest of Middle East & Africa
Key Takeaways:
  • Market Estimates & Forecast for 10 years from 2025 to 2035.
  • Annualized revenues and regional level analysis for each market segment.
  • Detailed analysis of geographical landscape with Country level analysis of major regions.
  • Competitive landscape with information on major players in the market.
  • Analysis of key business strategies and recommendations on future market approach.
  • Analysis of competitive structure of the market.
  • Demand side and supply side analysis of the market.
CHAPTER 1. GLOBAL ARTIFICIAL INTELLIGENCE (AI) DATA MANAGEMENT MARKET REPORT SCOPE & METHODOLOGY

1.1. Research Objective
1.2. Research Methodology
  1.2.1. Forecast Model
  1.2.2. Desk Research
  1.2.3. Top-Down and Bottom-Up Approach
1.3. Research Attributes
1.4. Scope of the Study
  1.4.1. Market Definition
  1.4.2. Market Segmentation
1.5. Research Assumption
  1.5.1. Inclusion & Exclusion
  1.5.2. Limitations
  1.5.3. Years Considered for the Study

CHAPTER 2. EXECUTIVE SUMMARY

2.1. CEO/CXO Standpoint
2.2. Strategic Insights
2.3. ESG Analysis
2.4. Key Findings

CHAPTER 3. GLOBAL AI DATA MANAGEMENT MARKET FORCES ANALYSIS

3.1. Market Forces Shaping The Global AI Data Management Market (2024-2035)
3.2. Drivers
  3.2.1. Exponential Growth of Unstructured and Semi-Structured Data
  3.2.2. Demand for Automated Data Governance and Quality
3.3. Restraints
  3.3.1. Integration Complexity Across Hybrid Environments
  3.3.2. Data Privacy, Security and Compliance Challenges
3.4. Opportunities
  3.4.1. Adoption of Hybrid and Multi-Cloud Architectures
  3.4.2. Advances in Automated Metadata and Data Fabric Technologies

CHAPTER 4. GLOBAL AI DATA MANAGEMENT INDUSTRY ANALYSIS

4.1. Porter’s Five Forces Model
  4.1.1. Bargaining Power of Buyer
  4.1.2. Bargaining Power of Supplier
  4.1.3. Threat of New Entrants
  4.1.4. Threat of Substitutes
  4.1.5. Competitive Rivalry
4.2. Porter’s Five Forces Forecast Model (2024-2035)
4.3. PESTEL Analysis
  4.3.1. Political
  4.3.2. Economical
  4.3.3. Social
  4.3.4. Technological
  4.3.5. Environmental
  4.3.6. Legal
4.4. Top Investment Opportunities
4.5. Top Winning Strategies (2025)
4.6. Market Share Analysis (2024-2025)
4.7. Global Pricing Analysis and Trends 2025
4.8. Analyst Recommendation & Conclusion

CHAPTER 5. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY DEPLOYMENT 2025-2035

5.1. Market Overview
5.2. Global AI Data Management Market Performance – Potential Analysis (2025)
5.3. On-Premises
  5.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  5.3.2. Market Size Analysis, by Region, 2025-2035
5.4. Cloud-Based
  5.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  5.4.2. Market Size Analysis, by Region, 2025-2035

CHAPTER 6. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY OFFERING 2025-2035

6.1. Market Overview
6.2. Global AI Data Management Market Performance – Potential Analysis (2025)
6.3. Platform
  6.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  6.3.2. Market Size Analysis, by Region, 2025-2035
6.4. Services
  6.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  6.4.2. Market Size Analysis, by Region, 2025-2035

CHAPTER 7. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY DATA TYPE 2025-2035

7.1. Market Overview
7.2. Global AI Data Management Market Performance – Potential Analysis (2025)
7.3. Structured
7.4. Semi-Structured
7.5. Unstructured

CHAPTER 8. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY APPLICATION 2025-2035

8.1. Market Overview
8.2. Global AI Data Management Market Performance – Potential Analysis (2025)
8.3. Data Integration & ETL
8.4. Data Governance
8.5. Data Quality
8.6. Data Security
8.7. Data Preparation
8.8. Others

CHAPTER 9. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY TECHNOLOGY 2025-2035

9.1. Market Overview
9.2. Global AI Data Management Market Performance – Potential Analysis (2025)
9.3. Machine Learning
9.4. Natural Language Processing
9.5. Computer Vision
9.6. Predictive Analytics

CHAPTER 10. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY VERTICAL 2025-2035

10.1. Market Overview
10.2. Global AI Data Management Market Performance – Potential Analysis (2025)
10.3. BFSI
10.4. Retail & E-commerce
10.5. Healthcare
10.6. IT & Telecommunications
10.7. Manufacturing
10.8. Government & Public Sector
10.9. Energy & Utilities
10.10. Others

CHAPTER 11. GLOBAL AI DATA MANAGEMENT MARKET SIZE & FORECASTS BY REGION 2025-2035

11.1. Regional Market Snapshot
11.2. Top Leading & Emerging Countries
11.3. North America AI Data Management Market
  11.3.1. U.S. AI Data Management Market
  11.3.2. Canada AI Data Management Market
11.4. Europe AI Data Management Market
  11.4.1. UK
  11.4.2. Germany
  11.4.3. France
  11.4.4. Spain
  11.4.5. Italy
  11.4.6. Rest of Europe
11.5. Asia Pacific AI Data Management Market
  11.5.1. China
  11.5.2. India
  11.5.3. Japan
  11.5.4. Australia
  11.5.5. South Korea
  11.5.6. Rest of Asia Pacific
11.6. Latin America AI Data Management Market
  11.6.1. Brazil
  11.6.2. Mexico
11.7. Middle East & Africa AI Data Management Market
  11.7.1. UAE
  11.7.2. Saudi Arabia
  11.7.3. South Africa
  11.7.4. Rest of Middle East & Africa

CHAPTER 12. COMPETITIVE INTELLIGENCE

12.1. Top Market Strategies
12.2. IBM Corporation
  12.2.1. Company Overview
  12.2.2. Key Executives
  12.2.3. Company Snapshot
  12.2.4. Financial Performance (Subject to Data Availability)
  12.2.5. Product/Services Port
  12.2.6. Recent Development
  12.2.7. Market Strategies
  12.2.8. SWOT Analysis
12.3. Oracle Corporation
12.4. Amazon Web Services, Inc.
12.5. Microsoft Corporation
12.6. Google LLC
12.7. SAP SE
12.8. Snowflake Inc.
12.9. Informatica Inc.
12.10. Teradata Corporation
12.11. SAS Institute Inc.
12.12. Databricks Inc.
12.13. Cloudera, Inc.
12.14. Talend S.A.
12.15. Hewlett Packard Enterprise (HPE)
12.16. Salesforce, Inc.

LIST OF TABLES

Table 1. Global AI Data Management Market, Report Scope
Table 2. Global AI Data Management Market Estimates & Forecasts By Region 2024–2035
Table 3. Global AI Data Management Market Estimates & Forecasts By Deployment 2024–2035
Table 4. Global AI Data Management Market Estimates & Forecasts By Offering 2024–2035
Table 5. Global AI Data Management Market Estimates & Forecasts By Data Type 2024–2035
Table 6. Global AI Data Management Market Estimates & Forecasts By Application 2024–2035
Table 7. Global AI Data Management Market Estimates & Forecasts By Technology 2024–2035
Table 8. Global AI Data Management Market Estimates & Forecasts By Vertical 2024–2035
Table 9. U.S. AI Data Management Market Estimates & Forecasts, 2024–2035
Table 10. Canada AI Data Management Market Estimates & Forecasts, 2024–2035
Table 11. UK AI Data Management Market Estimates & Forecasts, 2024–2035
Table 12. Germany AI Data Management Market Estimates & Forecasts, 2024–2035
Table 13. France AI Data Management Market Estimates & Forecasts, 2024–2035
Table 14. Spain AI Data Management Market Estimates & Forecasts, 2024–2035
Table 15. Italy AI Data Management Market Estimates & Forecasts, 2024–2035
Table 16. Rest of Europe AI Data Management Market Estimates & Forecasts, 2024–2035
Table 17. China AI Data Management Market Estimates & Forecasts, 2024–2035
Table 18. India AI Data Management Market Estimates & Forecasts, 2024–2035
Table 19. Japan AI Data Management Market Estimates & Forecasts, 2024–2035
Table 20. Australia AI Data Management Market Estimates & Forecasts, 2024–2035

LIST OF FIGURES

Fig 1. Global AI Data Management Market, Research Methodology
Fig 2. Global AI Data Management Market, Market Estimation Techniques
Fig 3. Global Market Size Estimates & Forecast Methods
Fig 4. Global AI Data Management Market, Key Trends 2025
Fig 5. Global AI Data Management Market, Growth Prospects 2024–2035
Fig 6. Global AI Data Management Market, Porter’s Five Forces Model
Fig 7. Global AI Data Management Market, PESTEL Analysis
Fig 8. Global AI Data Management Market, Value Chain Analysis
Fig 9. AI Data Management Market By Deployment, 2025 & 2035
Fig 10. AI Data Management Market By Offering, 2025 & 2035
Fig 11. AI Data Management Market By Data Type, 2025 & 2035
Fig 12. AI Data Management Market By Application, 2025 & 2035
Fig 13. AI Data Management Market By Technology, 2025 & 2035
Fig 14. AI Data Management Market By Vertical, 2025 & 2035
Fig 15. North America AI Data Management Market, 2025 & 2035
Fig 16. Europe AI Data Management Market, 2025 & 2035
Fig 17. Asia Pacific AI Data Management Market, 2025 & 2035
Fig 18. Latin America AI Data Management Market, 2025 & 2035
Fig 19. Middle East & Africa AI Data Management Market, 2025 & 2035
Fig 20. Global AI Data Management Market, Company Market Share Analysis (2025)


More Publications