Global AI Data Management Market 2025-2029

Description

List of Tables

The ai data management market is forecasted to grow by USD 51,042 mn 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.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	19.3%
CAGR	19.7%
Incremental Value	$51,042 mn

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

Technavio's ai 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

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

Product Code: IRTNTR80747

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 Technavio Analysis

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

3 Market Landscape

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

4 Market Sizing

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

5 Five Forces Analysis

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

6 Market Segmentation by Component

6.1 Market segments
- Chart on Component - Market share 2024-2029 (%)
- Data Table on Component - Market share 2024-2029 (%)
6.2 Comparison by Component
- Chart on Comparison by Component
- Data Table on Comparison by Component
6.3 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