North America AI Data Management Market Forecast to 2031 - Regional Analysis - by Offering (Solution and Service), Deployment (On-premise and Cloud), Technology [Machine Learning, Natural Language Processing (NLP), Computer Vision, and Context Awareness Computing], and Industry Vertical (BFSI, Retail & E-Commerce, IT & Telecom, Healthcare, Government, and Others)
The North America AI data management market was valued at US$ 8,249.57 million in 2023 and is expected to reach US$ 41,979.87 million by 2031; it is estimated to register a CAGR of 22.6% from 2023 to 2031.
Advancements in AI and ML-Based Data Management Software Fuel North America AI Data Management Market
An ongoing evolution of AI and ML technologies increases the demand among consumers to manage their organizational data effectively. The sophisticated capabilities of AI provide businesses with power tools to generate detailed insights from collected data. The integration of AI and ML into data management procedures is perceived as a revolutionary factor in managing and addressing complexities associated with data analysis, handling, and decision-making. In May 2023, International Business Machines Corp introduced the Watsonx Platform, which helps businesses manage and fully control their data. Watsonx Platform is integrated with ML algorithms that allow organizations to collect and clean data. Al and ML algorithms help automate and optimize data management operations. These technologies are used to optimize large datasets at a faster speed beyond human capacity, which improves productivity for data management tasks such as data integration, categorization, and cleansing. Al-powered automated data management helps businesses significantly minimize the chance of error, reducing the workload associated with manual processes and ensuring the reliability and accuracy of data-driven insights. Thus, advancements in AI and ML-based data management software drive the market.
North America AI Data Management Market Overview
In 2022, North America led the global AI data management market. Factors such as increasing adoption of innovative technologies in numerous industries such as BFSI, IT & telecom, retail & e-commerce, and healthcare are driving the market. The presence of major players, such as Microsoft Corp, Amazon Web Services Inc, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, Hewlett Packard Enterprise Development LP, SAS Institute Inc, and Snowflake Inc, is also benefitting the market growth in the US. These players are engaged in developing new innovative technologies to support enterprises in managing customers' information and business data. For instance, in March 2024, Oracle Corp. announced the general availability of Oracle Analytics Server. Oracle Analytics Server is an Oracle Autonomous Database, having capabilities of AutoML and Oracle Cloud Infrastructure AI Services that help organizations hide sensitive data and potentially improve data privacy by using the OCI Language service. This provides businesses with new opportunities for growth by improving their operations.
The growing adoption of advanced technologies has also encouraged market players to implement AI technology in data management solutions and services to improve customer satisfaction.
North America AI Data Management Market Revenue and Forecast to 2030 (US$ Million)
North America AI Data Management Market Segmentation
The North America AI data management market is categorized into offering, deployment, technology, industry vertical, and country.
Based on offering, the North America AI data management market is bifurcated into solution and service. The solution segment held a larger North America AI data management market share in 2023.
In terms of deployment, the North America AI data management market is segmented into on-premise and cloud. The cloud segment held a larger North America AI data management market share in 2023.
By technology, the North America AI data management market is divided into machine learning, natural language processing (NLP), computer vision, and context awareness computing. The machine learning segment held the largest North America AI data management market share in 2023.
Based on industry vertical, the North America AI data management market is categorized into BFSI, retail & e-commerce, IT & telecom, healthcare, government, and others. The BFSI segment held the largest North America AI data management market share in 2023.
Based on country, the North America AI data management market is categorized into the US, Canada, and Mexico. The US dominated the North America AI data management market share in 2023.
Microsoft Corp, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, SAP SE, Hewlett Packard Enterprise Co, SAS Institute Inc, Snowflake Inc, and Amazon com Inc. are some of the leading companies operating in the North America AI data management market.
Advancements in AI and ML-Based Data Management Software Fuel North America AI Data Management Market
An ongoing evolution of AI and ML technologies increases the demand among consumers to manage their organizational data effectively. The sophisticated capabilities of AI provide businesses with power tools to generate detailed insights from collected data. The integration of AI and ML into data management procedures is perceived as a revolutionary factor in managing and addressing complexities associated with data analysis, handling, and decision-making. In May 2023, International Business Machines Corp introduced the Watsonx Platform, which helps businesses manage and fully control their data. Watsonx Platform is integrated with ML algorithms that allow organizations to collect and clean data. Al and ML algorithms help automate and optimize data management operations. These technologies are used to optimize large datasets at a faster speed beyond human capacity, which improves productivity for data management tasks such as data integration, categorization, and cleansing. Al-powered automated data management helps businesses significantly minimize the chance of error, reducing the workload associated with manual processes and ensuring the reliability and accuracy of data-driven insights. Thus, advancements in AI and ML-based data management software drive the market.
North America AI Data Management Market Overview
In 2022, North America led the global AI data management market. Factors such as increasing adoption of innovative technologies in numerous industries such as BFSI, IT & telecom, retail & e-commerce, and healthcare are driving the market. The presence of major players, such as Microsoft Corp, Amazon Web Services Inc, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, Hewlett Packard Enterprise Development LP, SAS Institute Inc, and Snowflake Inc, is also benefitting the market growth in the US. These players are engaged in developing new innovative technologies to support enterprises in managing customers' information and business data. For instance, in March 2024, Oracle Corp. announced the general availability of Oracle Analytics Server. Oracle Analytics Server is an Oracle Autonomous Database, having capabilities of AutoML and Oracle Cloud Infrastructure AI Services that help organizations hide sensitive data and potentially improve data privacy by using the OCI Language service. This provides businesses with new opportunities for growth by improving their operations.
The growing adoption of advanced technologies has also encouraged market players to implement AI technology in data management solutions and services to improve customer satisfaction.
North America AI Data Management Market Revenue and Forecast to 2030 (US$ Million)
North America AI Data Management Market Segmentation
The North America AI data management market is categorized into offering, deployment, technology, industry vertical, and country.
Based on offering, the North America AI data management market is bifurcated into solution and service. The solution segment held a larger North America AI data management market share in 2023.
In terms of deployment, the North America AI data management market is segmented into on-premise and cloud. The cloud segment held a larger North America AI data management market share in 2023.
By technology, the North America AI data management market is divided into machine learning, natural language processing (NLP), computer vision, and context awareness computing. The machine learning segment held the largest North America AI data management market share in 2023.
Based on industry vertical, the North America AI data management market is categorized into BFSI, retail & e-commerce, IT & telecom, healthcare, government, and others. The BFSI segment held the largest North America AI data management market share in 2023.
Based on country, the North America AI data management market is categorized into the US, Canada, and Mexico. The US dominated the North America AI data management market share in 2023.
Microsoft Corp, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, SAP SE, Hewlett Packard Enterprise Co, SAS Institute Inc, Snowflake Inc, and Amazon com Inc. are some of the leading companies operating in the North America AI data management market.
1. INTRODUCTION
1.1 The Insight Partners Research Report Guidance
1.2 Market Segmentation
2. EXECUTIVE SUMMARY
2.1 Key Insights
2.2 Market Attractiveness
3. RESEARCH METHODOLOGY
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. NORTH AMERICA AI DATA MANAGEMENT MARKET LANDSCAPE
4.1 Overview
4.2 Ecosystem Analysis
4.2.1 List of Vendors in the Value Chain
5. NORTH AMERICA AI DATA MANAGEMENT MARKET - KEY MARKET DYNAMICS
5.1 North America AI Data Management Market - Key Market Dynamics
5.2 Market Drivers
5.2.1 Advancements in AI and ML-Based Data Management Software
5.2.2 Surge in Partnerships and Acquisitions Among Key Market Players
5.2.3 Expansion of BFSI Industry and Rise in Financial Transactions
5.3 Market Restraints
5.3.1 Issues Related to Availability of High-Quality Data
5.3.2 High Costs Associated with AI Data Management Software
5.4 Market Opportunities
5.4.1 Rising Adoption of Personalized and Adaptive Systems among Consumers
5.4.2 Growing Investment in AI Technology
5.5 Future Trends
5.5.1 Real-time Data Processing
5.6 Impact of Drivers and Restraints:
6. AI DATA MANAGEMENT MARKET - NORTH AMERICA MARKET ANALYSIS
6.1 North America AI Data Management Market Revenue (US$ Million), 2021-2031
6.2 North America AI Data Management Market Forecast Analysis
7. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY OFFERING
7.1 Solution
7.1.1 Overview
7.1.2 Solution: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
7.2 Service
7.2.1 Overview.
7.2.2 Service: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
8. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY DEPLOYMENT
8.1 On-premise
8.1.1 Overview
8.1.2 On-premise: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
8.2 Cloud
8.2.1 Overview
8.2.2 Cloud: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY TECHNOLOGY
9.1 Machine Learning
9.1.1 Overview
9.1.2 Machine Learning: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.2 Natural Language Processing (NLP)
9.2.1 Overview
9.2.2 Natural Language Processing (NLP): North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.3 Computer Vision
9.3.1 Overview
9.3.2 Computer Vision: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.4 Context Awareness Computing
9.4.1 Overview
9.4.2 Context Awareness Computing: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY INDUSTRY VERTICAL
10.1 BFSI
10.1.1 Overview
10.1.2 BFSI: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.2 Retail and E-Commerce
10.2.1 Overview
10.2.2 Retail and E-Commerce: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.3 IT and Telecom
10.3.1 Overview
10.3.2 IT and Telecom: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.4 Healthcare
10.4.1 Overview
10.4.2 Healthcare: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.5 Government
10.5.1 Overview
10.5.2 Government: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.6 Others
10.6.1 Overview
10.6.2 Others: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11. NORTH AMERICA AI DATA MANAGEMENT MARKET - COUNTRY ANALYSIS
11.1 North America
11.1.1 North America AI Data Management Market Overview
11.1.2 North America: AI Data Management Market Breakdown, by Key Countries, 2023 and 2031 (%)
11.1.2.1 North America: AI Data Management Market - Revenue and Forecast Analysis - by Country
11.1.2.2 United States: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.2.1 United States: AI Data Management Market Breakdown, by Offering
11.1.2.2.2 United States: AI Data Management Market Breakdown, by Deployment
11.1.2.2.3 United States: AI Data Management Market Breakdown, by Technology
11.1.2.2.4 United States: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.3 Canada: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.3.1 Canada: AI Data Management Market Breakdown, by Offering
11.1.2.3.2 Canada: AI Data Management Market Breakdown, by Deployment
11.1.2.3.3 Canada: AI Data Management Market Breakdown, by Technology
11.1.2.3.4 Canada: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.4 Mexico: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.4.1 Mexico: AI Data Management Market Breakdown, by Offering
11.1.2.4.2 Mexico: AI Data Management Market Breakdown, by Deployment
11.1.2.4.3 Mexico: AI Data Management Market Breakdown, by Technology
11.1.2.4.4 Mexico: AI Data Management Market Breakdown, by Industry Vertical
12. COMPETITIVE LANDSCAPE
12.1 Company Positioning & Concentration
13. INDUSTRY LANDSCAPE
13.1 Overview
13.2 Market Initiative
13.3 Product Development
14. COMPANY PROFILES
14.1 Microsoft Corp
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 Alphabet Inc
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 Oracle Corp
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 International Business Machines Corp
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 Salesforce Inc
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 SAP SE
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 Hewlett Packard Enterprise Co
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 SAS Institute Inc
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 Snowflake Inc
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 Amazon.com Inc
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. APPENDIX
15.1 About The Insight Partners
1.1 The Insight Partners Research Report Guidance
1.2 Market Segmentation
2. EXECUTIVE SUMMARY
2.1 Key Insights
2.2 Market Attractiveness
3. RESEARCH METHODOLOGY
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. NORTH AMERICA AI DATA MANAGEMENT MARKET LANDSCAPE
4.1 Overview
4.2 Ecosystem Analysis
4.2.1 List of Vendors in the Value Chain
5. NORTH AMERICA AI DATA MANAGEMENT MARKET - KEY MARKET DYNAMICS
5.1 North America AI Data Management Market - Key Market Dynamics
5.2 Market Drivers
5.2.1 Advancements in AI and ML-Based Data Management Software
5.2.2 Surge in Partnerships and Acquisitions Among Key Market Players
5.2.3 Expansion of BFSI Industry and Rise in Financial Transactions
5.3 Market Restraints
5.3.1 Issues Related to Availability of High-Quality Data
5.3.2 High Costs Associated with AI Data Management Software
5.4 Market Opportunities
5.4.1 Rising Adoption of Personalized and Adaptive Systems among Consumers
5.4.2 Growing Investment in AI Technology
5.5 Future Trends
5.5.1 Real-time Data Processing
5.6 Impact of Drivers and Restraints:
6. AI DATA MANAGEMENT MARKET - NORTH AMERICA MARKET ANALYSIS
6.1 North America AI Data Management Market Revenue (US$ Million), 2021-2031
6.2 North America AI Data Management Market Forecast Analysis
7. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY OFFERING
7.1 Solution
7.1.1 Overview
7.1.2 Solution: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
7.2 Service
7.2.1 Overview.
7.2.2 Service: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
8. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY DEPLOYMENT
8.1 On-premise
8.1.1 Overview
8.1.2 On-premise: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
8.2 Cloud
8.2.1 Overview
8.2.2 Cloud: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY TECHNOLOGY
9.1 Machine Learning
9.1.1 Overview
9.1.2 Machine Learning: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.2 Natural Language Processing (NLP)
9.2.1 Overview
9.2.2 Natural Language Processing (NLP): North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.3 Computer Vision
9.3.1 Overview
9.3.2 Computer Vision: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.4 Context Awareness Computing
9.4.1 Overview
9.4.2 Context Awareness Computing: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10. NORTH AMERICA AI DATA MANAGEMENT MARKET ANALYSIS - BY INDUSTRY VERTICAL
10.1 BFSI
10.1.1 Overview
10.1.2 BFSI: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.2 Retail and E-Commerce
10.2.1 Overview
10.2.2 Retail and E-Commerce: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.3 IT and Telecom
10.3.1 Overview
10.3.2 IT and Telecom: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.4 Healthcare
10.4.1 Overview
10.4.2 Healthcare: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.5 Government
10.5.1 Overview
10.5.2 Government: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.6 Others
10.6.1 Overview
10.6.2 Others: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11. NORTH AMERICA AI DATA MANAGEMENT MARKET - COUNTRY ANALYSIS
11.1 North America
11.1.1 North America AI Data Management Market Overview
11.1.2 North America: AI Data Management Market Breakdown, by Key Countries, 2023 and 2031 (%)
11.1.2.1 North America: AI Data Management Market - Revenue and Forecast Analysis - by Country
11.1.2.2 United States: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.2.1 United States: AI Data Management Market Breakdown, by Offering
11.1.2.2.2 United States: AI Data Management Market Breakdown, by Deployment
11.1.2.2.3 United States: AI Data Management Market Breakdown, by Technology
11.1.2.2.4 United States: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.3 Canada: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.3.1 Canada: AI Data Management Market Breakdown, by Offering
11.1.2.3.2 Canada: AI Data Management Market Breakdown, by Deployment
11.1.2.3.3 Canada: AI Data Management Market Breakdown, by Technology
11.1.2.3.4 Canada: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.4 Mexico: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.4.1 Mexico: AI Data Management Market Breakdown, by Offering
11.1.2.4.2 Mexico: AI Data Management Market Breakdown, by Deployment
11.1.2.4.3 Mexico: AI Data Management Market Breakdown, by Technology
11.1.2.4.4 Mexico: AI Data Management Market Breakdown, by Industry Vertical
12. COMPETITIVE LANDSCAPE
12.1 Company Positioning & Concentration
13. INDUSTRY LANDSCAPE
13.1 Overview
13.2 Market Initiative
13.3 Product Development
14. COMPANY PROFILES
14.1 Microsoft Corp
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 Alphabet Inc
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 Oracle Corp
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 International Business Machines Corp
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 Salesforce Inc
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 SAP SE
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 Hewlett Packard Enterprise Co
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 SAS Institute Inc
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 Snowflake Inc
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 Amazon.com Inc
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. APPENDIX
15.1 About The Insight Partners
