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AI Data Management Market 2025-2029- Product Image
AI Data Management Market 2025-2029- Product Image
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AI Data Management Market 2025-2029

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    Report

  • 237 Pages
  • July 2025
  • Region: Global
  • TechNavio
  • ID: 6113907
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The AI data management market is forecasted to grow by USD 51.04 billion during 2024-2029, accelerating at a CAGR of 19.7% during the forecast period. The report on the AI data management market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of generative AI and large language models, increasing emphasis on responsible ai, governance, and regulatory compliance, and enterprise-wide AI adoption and the strategic shift to data-centric ai.

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

The AI data management market is segmented as below:

By Component

  • Platform
  • Software tools
  • Services

By Technology

  • Machine learning
  • Natural language processing
  • Computer vision
  • Context awareness

By End-user

  • BFSI
  • Retail and e-commerce
  • Healthcare and life sciences
  • Manufacturing
  • Others

By Geographical Landscape

  • North America
  • APAC
  • Europe
  • Middle East and Africa
  • South America
This study identifies the ascendancy of data-centric AI and the industrialization of data curation as one of the prime reasons driving the AI data management market growth during the next few years. Also, platform convergence and the rise of the unified AI lakehouse architecture and proliferation of vector databases driven by retrieval-augmented generation (RAG) will lead to sizable demand in the market.

The report on the AI data management market covers the following areas:

  • AI Data Management Market sizing
  • AI Data Management Market forecast
  • AI Data Management Market industry analysis
A robust vendor analysis within the report is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading AI data management market vendors that include Accenture PLC, Alibaba Cloud, Amazon Web Services Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., Google LLC, Hewlett Packard Enterprise Co., Informatica Inc., International Business Machines Corp., Microsoft Corp., Oracle Corp., QlikTech International AB, Salesforce Inc., SAP SE, SAS Institute Inc., Snowflake Inc., Starburst Data, Inc., Teradata Corp., and TIBCO Software Inc. Also, the AI data management market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

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

Table of Contents

1 Executive Summary
1.1 Market overview
Executive Summary - Chart on Market Overview
Executive Summary - Data Table on Market Overview
Executive Summary - Chart on Global Market Characteristics
Executive Summary - Chart on Market By Geographical Landscape
Executive Summary - Chart on Market Segmentation by Component
Executive Summary - Chart on Market Segmentation by Technology
Executive Summary - Chart on Market Segmentation by End-user
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Market Analysis
2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
Overview on factors of disruption
2.4 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
Parent Market
Data Table on - Parent Market
3.2 Market characteristics
Market characteristics analysis
3.3 Value chain analysis
Value chain analysis
4 Market Sizing
4.1 Market definition
Offerings of companies included in the market definition
4.2 Market segment analysis
Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
Chart on Global - Market size and forecast 2024-2029 ($ million)
Data Table on Global - Market size and forecast 2024-2029 ($ million)
Chart on Global Market: Year-over-year growth 2024-2029 (%)
Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Five Forces Analysis
5.1 Five forces summary
Five forces analysis - Comparison between 2024 and 2029
5.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2024 and 2029
5.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2024 and 2029
5.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2024 and 2029
5.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2024 and 2029
5.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2024 and 2029
5.7 Market condition
Chart on Market condition - Five forces 2024 and 2029
6 Market Segmentation by Component
6.1 Market segments
Chart on Component - Market share 2024-2029 (%)
Data Table on Component - Market share 2024-2029 (%)
6.2 Comparison by Component
Chart on Comparison by Component
Data Table on Comparison by Component
6.3 Platform - Market size and forecast 2024-2029
Chart on Platform - Market size and forecast 2024-2029 ($ million)
Data Table on Platform - Market size and forecast 2024-2029 ($ million)
Chart on Platform - Year-over-year growth 2024-2029 (%)
Data Table on Platform - Year-over-year growth 2024-2029 (%)
6.4 Software tools - Market size and forecast 2024-2029
Chart on Software tools - Market size and forecast 2024-2029 ($ million)
Data Table on Software tools - Market size and forecast 2024-2029 ($ million)
Chart on Software tools - Year-over-year growth 2024-2029 (%)
Data Table on Software tools - Year-over-year growth 2024-2029 (%)
6.5 Services - Market size and forecast 2024-2029
Chart on Services - Market size and forecast 2024-2029 ($ million)
Data Table on Services - Market size and forecast 2024-2029 ($ million)
Chart on Services - Year-over-year growth 2024-2029 (%)
Data Table on Services - Year-over-year growth 2024-2029 (%)
6.6 Market opportunity by Component
Market opportunity by Component ($ million)
Data Table on Market opportunity by Component ($ million)
7 Market Segmentation by Technology
7.1 Market segments
Chart on Technology - Market share 2024-2029 (%)
Data Table on Technology - Market share 2024-2029 (%)
7.2 Comparison by Technology
Chart on Comparison by Technology
Data Table on Comparison by Technology
7.3 Machine learning - Market size and forecast 2024-2029
Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
Chart on Machine learning - Year-over-year growth 2024-2029 (%)
Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
7.4 Natural language processing - Market size and forecast 2024-2029
Chart on Natural language processing - Market size and forecast 2024-2029 ($ million)
Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million)
Chart on Natural language processing - Year-over-year growth 2024-2029 (%)
Data Table on Natural language processing - Year-over-year growth 2024-2029 (%)
7.5 Computer vision - Market size and forecast 2024-2029
Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
Chart on Computer vision - Year-over-year growth 2024-2029 (%)
Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
7.6 Context awareness - Market size and forecast 2024-2029
Chart on Context awareness - Market size and forecast 2024-2029 ($ million)
Data Table on Context awareness - Market size and forecast 2024-2029 ($ million)
Chart on Context awareness - Year-over-year growth 2024-2029 (%)
Data Table on Context awareness - Year-over-year growth 2024-2029 (%)
7.7 Market opportunity by Technology
Market opportunity by Technology ($ million)
Data Table on Market opportunity by Technology ($ million)
8 Market Segmentation by End-user
8.1 Market segments
Chart on End-user - Market share 2024-2029 (%)
Data Table on End-user - Market share 2024-2029 (%)
8.2 Comparison by End-user
Chart on Comparison by End-user
Data Table on Comparison by End-user
8.3 BFSI - Market size and forecast 2024-2029
Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Chart on BFSI - Year-over-year growth 2024-2029 (%)
Data Table on BFSI - Year-over-year growth 2024-2029 (%)
8.4 Retail and e-commerce - Market size and forecast 2024-2029
Chart on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Data Table on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Chart on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Data Table on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
8.5 Healthcare and life sciences - Market size and forecast 2024-2029
Chart on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
Data Table on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
Chart on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
Data Table on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
8.6 Manufacturing - Market size and forecast 2024-2029
Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
8.7 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
8.8 Market opportunity by End-user
Market opportunity by End-user ($ million)
Data Table on Market opportunity by End-user ($ million)
9 Customer Landscape
9.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
10 Geographic Landscape
10.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
10.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
10.3 North America - Market size and forecast 2024-2029
Chart on North America - Market size and forecast 2024-2029 ($ million)
Data Table on North America - Market size and forecast 2024-2029 ($ million)
Chart on North America - Year-over-year growth 2024-2029 (%)
Data Table on North America - Year-over-year growth 2024-2029 (%)
10.4 APAC - Market size and forecast 2024-2029
Chart on APAC - Market size and forecast 2024-2029 ($ million)
Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Chart on APAC - Year-over-year growth 2024-2029 (%)
Data Table on APAC - Year-over-year growth 2024-2029 (%)
10.5 Europe - Market size and forecast 2024-2029
Chart on Europe - Market size and forecast 2024-2029 ($ million)
Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Chart on Europe - Year-over-year growth 2024-2029 (%)
Data Table on Europe - Year-over-year growth 2024-2029 (%)
10.6 Middle East and Africa - Market size and forecast 2024-2029
Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
10.7 South America - Market size and forecast 2024-2029
Chart on South America - Market size and forecast 2024-2029 ($ million)
Data Table on South America - Market size and forecast 2024-2029 ($ million)
Chart on South America - Year-over-year growth 2024-2029 (%)
Data Table on South America - Year-over-year growth 2024-2029 (%)
10.8 US - Market size and forecast 2024-2029
Chart on US - Market size and forecast 2024-2029 ($ million)
Data Table on US - Market size and forecast 2024-2029 ($ million)
Chart on US - Year-over-year growth 2024-2029 (%)
Data Table on US - Year-over-year growth 2024-2029 (%)
10.9 China - Market size and forecast 2024-2029
Chart on China - Market size and forecast 2024-2029 ($ million)
Data Table on China - Market size and forecast 2024-2029 ($ million)
Chart on China - Year-over-year growth 2024-2029 (%)
Data Table on China - Year-over-year growth 2024-2029 (%)
10.10 Japan - Market size and forecast 2024-2029
Chart on Japan - Market size and forecast 2024-2029 ($ million)
Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Chart on Japan - Year-over-year growth 2024-2029 (%)
Data Table on Japan - Year-over-year growth 2024-2029 (%)
10.11 Canada - Market size and forecast 2024-2029
Chart on Canada - Market size and forecast 2024-2029 ($ million)
Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Chart on Canada - Year-over-year growth 2024-2029 (%)
Data Table on Canada - Year-over-year growth 2024-2029 (%)
10.12 Germany - Market size and forecast 2024-2029
Chart on Germany - Market size and forecast 2024-2029 ($ million)
Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Chart on Germany - Year-over-year growth 2024-2029 (%)
Data Table on Germany - Year-over-year growth 2024-2029 (%)
10.13 UK - Market size and forecast 2024-2029
Chart on UK - Market size and forecast 2024-2029 ($ million)
Data Table on UK - Market size and forecast 2024-2029 ($ million)
Chart on UK - Year-over-year growth 2024-2029 (%)
Data Table on UK - Year-over-year growth 2024-2029 (%)
10.14 India - Market size and forecast 2024-2029
Chart on India - Market size and forecast 2024-2029 ($ million)
Data Table on India - Market size and forecast 2024-2029 ($ million)
Chart on India - Year-over-year growth 2024-2029 (%)
Data Table on India - Year-over-year growth 2024-2029 (%)
10.15 South Korea - Market size and forecast 2024-2029
Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Chart on South Korea - Year-over-year growth 2024-2029 (%)
Data Table on South Korea - Year-over-year growth 2024-2029 (%)
10.16 France - Market size and forecast 2024-2029
Chart on France - Market size and forecast 2024-2029 ($ million)
Data Table on France - Market size and forecast 2024-2029 ($ million)
Chart on France - Year-over-year growth 2024-2029 (%)
Data Table on France - Year-over-year growth 2024-2029 (%)
10.17 Italy - Market size and forecast 2024-2029
Chart on Italy - Market size and forecast 2024-2029 ($ million)
Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Chart on Italy - Year-over-year growth 2024-2029 (%)
Data Table on Italy - Year-over-year growth 2024-2029 (%)
10.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
11 Drivers, Challenges, and Opportunity/Restraints
11.1 Market drivers
11.2 Market challenges
11.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
11.4 Market opportunities/restraints
12 Competitive Landscape
12.1 Overview
12.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
12.3 Landscape disruption
Overview on factors of disruption
12.4 Industry risks
Impact of key risks on business
13 Competitive Analysis
13.1 Companies profiled
Companies covered
13.2 Company ranking index
Company ranking index
13.3 Market positioning of companies
Matrix on companies position and classification
13.4 Accenture PLC
Accenture PLC - Overview
Accenture PLC - Business segments
Accenture PLC - Key news
Accenture PLC - Key offerings
Accenture PLC - Segment focus
SWOT
13.5 Alibaba Cloud
Alibaba Cloud - Overview
Alibaba Cloud - Product / Service
Alibaba Cloud - Key offerings
SWOT
13.6 Amazon Web Services Inc.
Amazon Web Services Inc. - Overview
Amazon Web Services Inc. - Product / Service
Amazon Web Services Inc. - Key news
Amazon Web Services Inc. - Key offerings
SWOT
13.7 Databricks Inc.
Databricks Inc. - Overview
Databricks Inc. - Product / Service
Databricks Inc. - Key offerings
SWOT
13.8 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key offerings
SWOT
13.9 Hewlett Packard Enterprise Co.
Hewlett Packard Enterprise Co. - Overview
Hewlett Packard Enterprise Co. - Business segments
Hewlett Packard Enterprise Co. - Key news
Hewlett Packard Enterprise Co. - Key offerings
Hewlett Packard Enterprise Co. - Segment focus
SWOT
13.10 Informatica Inc.
Informatica Inc. - Overview
Informatica Inc. - Product / Service
Informatica Inc. - Key news
Informatica Inc. - Key offerings
SWOT
13.11 International Business Machines Corp.
International Business Machines Corp. - Overview
International Business Machines Corp. - Business segments
International Business Machines Corp. - Key news
International Business Machines Corp. - Key offerings
International Business Machines Corp. - Segment focus
SWOT
13.12 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
13.13 Oracle Corp.
Oracle Corp. - Overview
Oracle Corp. - Business segments
Oracle Corp. - Key news
Oracle Corp. - Key offerings
Oracle Corp. - Segment focus
SWOT
13.14 Salesforce Inc.
Salesforce Inc. - Overview
Salesforce Inc. - Product / Service
Salesforce Inc. - Key news
Salesforce Inc. - Key offerings
SWOT
13.15 SAP SE
SAP SE - Overview
SAP SE - Business segments
SAP SE - Key news
SAP SE - Key offerings
SAP SE - Segment focus
SWOT
13.16 SAS Institute Inc.
SAS Institute Inc. - Overview
SAS Institute Inc. - Product / Service
SAS Institute Inc. - Key news
SAS Institute Inc. - Key offerings
SWOT
13.17 Snowflake Inc.
Snowflake Inc. - Overview
Snowflake Inc. - Product / Service
Snowflake Inc. - Key offerings
SWOT
13.18 Teradata Corp.
Teradata Corp. - Overview
Teradata Corp. - Business segments
Teradata Corp. - Key news
Teradata Corp. - Key offerings
Teradata Corp. - Segment focus
SWOT
14 Appendix
14.1 Scope of the report
14.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
14.3 Currency conversion rates for US$
Currency conversion rates for US$
14.4 Research methodology
Research methodology
14.5 Data procurement
Information sources
14.6 Data validation
Data validation
14.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
14.8 Data synthesis
Data synthesis
14.9 360 degree market analysis
360 degree market analysis
14.10 List of abbreviations
List of abbreviations
List of Exhibits
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Component
Exhibits 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibits 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Five forces analysis - Comparison between 2024 and 2029
Exhibits 26: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 27: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 28: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 29: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 30: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 31: Chart on Market condition - Five forces 2024 and 2029
Exhibits 32: Chart on Component - Market share 2024-2029 (%)
Exhibits 33: Data Table on Component - Market share 2024-2029 (%)
Exhibits 34: Chart on Comparison by Component
Exhibits 35: Data Table on Comparison by Component
Exhibits 36: Chart on Platform - Market size and forecast 2024-2029 ($ million)
Exhibits 37: Data Table on Platform - Market size and forecast 2024-2029 ($ million)
Exhibits 38: Chart on Platform - Year-over-year growth 2024-2029 (%)
Exhibits 39: Data Table on Platform - Year-over-year growth 2024-2029 (%)
Exhibits 40: Chart on Software tools - Market size and forecast 2024-2029 ($ million)
Exhibits 41: Data Table on Software tools - Market size and forecast 2024-2029 ($ million)
Exhibits 42: Chart on Software tools - Year-over-year growth 2024-2029 (%)
Exhibits 43: Data Table on Software tools - Year-over-year growth 2024-2029 (%)
Exhibits 44: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 45: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 46: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits 47: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits 48: Market opportunity by Component ($ million)
Exhibits 49: Data Table on Market opportunity by Component ($ million)
Exhibits 50: Chart on Technology - Market share 2024-2029 (%)
Exhibits 51: Data Table on Technology - Market share 2024-2029 (%)
Exhibits 52: Chart on Comparison by Technology
Exhibits 53: Data Table on Comparison by Technology
Exhibits 54: Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
Exhibits 55: Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
Exhibits 56: Chart on Machine learning - Year-over-year growth 2024-2029 (%)
Exhibits 57: Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
Exhibits 58: Chart on Natural language processing - Market size and forecast 2024-2029 ($ million)
Exhibits 59: Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million)
Exhibits 60: Chart on Natural language processing - Year-over-year growth 2024-2029 (%)
Exhibits 61: Data Table on Natural language processing - Year-over-year growth 2024-2029 (%)
Exhibits 62: Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
Exhibits 63: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
Exhibits 64: Chart on Computer vision - Year-over-year growth 2024-2029 (%)
Exhibits 65: Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
Exhibits 66: Chart on Context awareness - Market size and forecast 2024-2029 ($ million)
Exhibits 67: Data Table on Context awareness - Market size and forecast 2024-2029 ($ million)
Exhibits 68: Chart on Context awareness - Year-over-year growth 2024-2029 (%)
Exhibits 69: Data Table on Context awareness - Year-over-year growth 2024-2029 (%)
Exhibits 70: Market opportunity by Technology ($ million)
Exhibits 71: Data Table on Market opportunity by Technology ($ million)
Exhibits 72: Chart on End-user - Market share 2024-2029 (%)
Exhibits 73: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 74: Chart on Comparison by End-user
Exhibits 75: Data Table on Comparison by End-user
Exhibits 76: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits 77: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Exhibits 78: Chart on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits 79: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
Exhibits 80: Chart on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Exhibits 81: Data Table on Retail and e-commerce - Market size and forecast 2024-2029 ($ million)
Exhibits 82: Chart on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Exhibits 83: Data Table on Retail and e-commerce - Year-over-year growth 2024-2029 (%)
Exhibits 84: Chart on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
Exhibits 85: Data Table on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
Exhibits 86: Chart on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
Exhibits 87: Data Table on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
Exhibits 88: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 89: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 90: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 91: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 92: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 93: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 94: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 95: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 96: Market opportunity by End-user ($ million)
Exhibits 97: Data Table on Market opportunity by End-user ($ million)
Exhibits 98: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 99: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 100: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 101: Chart on Geographic comparison
Exhibits 102: Data Table on Geographic comparison
Exhibits 103: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 104: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 105: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 106: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 107: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 108: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 109: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 110: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 111: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 112: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 113: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 114: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 115: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 116: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 117: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 118: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 119: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 120: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 121: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 122: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 123: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 124: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 125: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 126: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 127: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 128: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 129: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 130: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 131: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 132: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 133: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 134: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 135: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 136: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 137: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 138: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 139: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 140: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 141: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 142: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 143: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 144: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 145: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 146: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 147: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 148: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 149: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 150: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 151: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 152: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 153: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 154: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 155: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 156: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 157: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 158: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 159: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 160: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 161: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 162: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 163: Market opportunity By Geographical Landscape ($ million)
Exhibits 164: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 165: Impact of drivers and challenges in 2024 and 2029
Exhibits 166: Overview on criticality of inputs and factors of differentiation
Exhibits 167: Overview on factors of disruption
Exhibits 168: Impact of key risks on business
Exhibits 169: Companies covered
Exhibits 170: Company ranking index
Exhibits 171: Matrix on companies position and classification
Exhibits 172: Accenture PLC - Overview
Exhibits 173: Accenture PLC - Business segments
Exhibits 174: Accenture PLC - Key news
Exhibits 175: Accenture PLC - Key offerings
Exhibits 176: Accenture PLC - Segment focus
Exhibits 177: SWOT
Exhibits 178: Alibaba Cloud - Overview
Exhibits 179: Alibaba Cloud - Product / Service
Exhibits 180: Alibaba Cloud - Key offerings
Exhibits 181: SWOT
Exhibits 182: Amazon Web Services Inc. - Overview
Exhibits 183: Amazon Web Services Inc. - Product / Service
Exhibits 184: Amazon Web Services Inc. - Key news
Exhibits 185: Amazon Web Services Inc. - Key offerings
Exhibits 186: SWOT
Exhibits 187: Databricks Inc. - Overview
Exhibits 188: Databricks Inc. - Product / Service
Exhibits 189: Databricks Inc. - Key offerings
Exhibits 190: SWOT
Exhibits 191: Google LLC - Overview
Exhibits 192: Google LLC - Product / Service
Exhibits 193: Google LLC - Key offerings
Exhibits 194: SWOT
Exhibits 195: Hewlett Packard Enterprise Co. - Overview
Exhibits 196: Hewlett Packard Enterprise Co. - Business segments
Exhibits 197: Hewlett Packard Enterprise Co. - Key news
Exhibits 198: Hewlett Packard Enterprise Co. - Key offerings
Exhibits 199: Hewlett Packard Enterprise Co. - Segment focus
Exhibits 200: SWOT
Exhibits 201: Informatica Inc. - Overview
Exhibits 202: Informatica Inc. - Product / Service
Exhibits 203: Informatica Inc. - Key news
Exhibits 204: Informatica Inc. - Key offerings
Exhibits 205: SWOT
Exhibits 206: International Business Machines Corp. - Overview
Exhibits 207: International Business Machines Corp. - Business segments
Exhibits 208: International Business Machines Corp. - Key news
Exhibits 209: International Business Machines Corp. - Key offerings
Exhibits 210: International Business Machines Corp. - Segment focus
Exhibits 211: SWOT
Exhibits 212: Microsoft Corp. - Overview
Exhibits 213: Microsoft Corp. - Business segments
Exhibits 214: Microsoft Corp. - Key news
Exhibits 215: Microsoft Corp. - Key offerings
Exhibits 216: Microsoft Corp. - Segment focus
Exhibits 217: SWOT
Exhibits 218: Oracle Corp. - Overview
Exhibits 219: Oracle Corp. - Business segments
Exhibits 220: Oracle Corp. - Key news
Exhibits 221: Oracle Corp. - Key offerings
Exhibits 222: Oracle Corp. - Segment focus
Exhibits 223: SWOT
Exhibits 224: Salesforce Inc. - Overview
Exhibits 225: Salesforce Inc. - Product / Service
Exhibits 226: Salesforce Inc. - Key news
Exhibits 227: Salesforce Inc. - Key offerings
Exhibits 228: SWOT
Exhibits 229: SAP SE - Overview
Exhibits 230: SAP SE - Business segments
Exhibits 231: SAP SE - Key news
Exhibits 232: SAP SE - Key offerings
Exhibits 233: SAP SE - Segment focus
Exhibits 234: SWOT
Exhibits 235: SAS Institute Inc. - Overview
Exhibits 236: SAS Institute Inc. - Product / Service
Exhibits 237: SAS Institute Inc. - Key news
Exhibits 238: SAS Institute Inc. - Key offerings
Exhibits 239: SWOT
Exhibits 240: Snowflake Inc. - Overview
Exhibits 241: Snowflake Inc. - Product / Service
Exhibits 242: Snowflake Inc. - Key offerings
Exhibits 243: SWOT
Exhibits 244: Teradata Corp. - Overview
Exhibits 245: Teradata Corp. - Business segments
Exhibits 246: Teradata Corp. - Key news
Exhibits 247: Teradata Corp. - Key offerings
Exhibits 248: Teradata Corp. - Segment focus
Exhibits 249: SWOT
Exhibits 250: Inclusions checklist
Exhibits 251: Exclusions checklist
Exhibits 252: Currency conversion rates for US$
Exhibits 253: Research methodology
Exhibits 254: Information sources
Exhibits 255: Data validation
Exhibits 256: Validation techniques employed for market sizing
Exhibits 257: Data synthesis
Exhibits 258: 360 degree market analysis
Exhibits 259: List of abbreviations

Executive Summary

The following companies are recognized as the key players in the global ai data management market: Accenture PLC, Alibaba Cloud, Amazon Web Services Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., Google LLC, Hewlett Packard Enterprise Co., Informatica Inc., International Business Machines Corp., Microsoft Corp., Oracle Corp., QlikTech International AB, Salesforce Inc., SAP SE, SAS Institute Inc., Snowflake Inc., Starburst Data, Inc., Teradata Corp., and TIBCO Software Inc..

Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is ascendancy of data-centric ai and the industrialization of data curation."

According to the report, one of the major drivers for this market is the proliferation of generative ai and large language models.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to a SWOT analysis of the key vendors.

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Accenture PLC
  • Alibaba Cloud
  • Amazon Web Services Inc.
  • Databricks Inc.
  • Dataiku Inc.
  • DataRobot Inc.
  • Google LLC
  • Hewlett Packard Enterprise Co.
  • Informatica Inc.
  • International Business Machines Corp.
  • Microsoft Corp.
  • Oracle Corp.
  • QlikTech International AB
  • Salesforce Inc.
  • SAP SE
  • SAS Institute Inc.
  • Snowflake Inc.
  • Starburst Data Inc.
  • Teradata Corp.
  • TIBCO Software Inc.

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