北美 AI 数据管理市场预测至 2031 年 - 区域分析 - 按产品（解决方案和服务）、部署（本地和云）、技术 [机器学习、自然语言处理 (NLP)、计算机视觉和情境感知计算] 和垂直行业（BFSI、零售和电子商务、IT 和电信、医疗保健、政府等）
基于 AI 和 ML 的数据管理软件的进步推动了北美 AI 数据管理市场的发展
AI 和 ML 技术的不断发展增加了消费者对有效管理其组织数据的需求。AI 的复杂功能为企业提供了强大的工具，可以从收集的数据中生成详细的见解。将 AI 和 ML 集成到数据管理程序中被视为管理和解决与数据分析、处理和决策相关的复杂性的革命性因素。2023 年 5 月，国际商业机器公司推出了 Watsonx 平台，帮助企业管理和完全控制其数据。Watsonx 平台集成了 ML 算法，允许组织收集和清理数据。 Al 和 ML 算法有助于自动化和优化数据管理操作。这些技术用于以超出人类能力的更快速度优化大型数据集，从而提高数据集成、分类和清理等数据管理任务的生产力。由 Al 驱动的自动化数据管理可帮助企业显着降低出错的可能性，减少与手动流程相关的工作量，并确保数据驱动洞察的可靠性和准确性。因此，基于 AI 和 ML 的数据管理软件的进步推动了市场的发展。
北美 AI 数据管理市场概览
2022 年，北美引领全球 AI 数据管理市场。BFSI、IT 和电信、零售和电子商务以及医疗保健等众多行业越来越多地采用创新技术等因素正在推动市场的发展。微软公司、亚马逊网络服务公司、Alphabet Inc、甲骨文公司、国际商业机器公司、Salesforce Inc、惠普企业发展 LP、SAS Institute Inc 和 Snowflake Inc 等主要参与者的存在也有利于美国市场的增长。这些参与者致力于开发新的创新技术，以支持企业管理客户信息和业务数据。例如，2024 年 3 月，甲骨文公司宣布 Oracle Analytics Server 正式上市。Oracle Analytics Server 是一个 Oracle 自治数据库，具有 AutoML 和 Oracle 云基础设施 AI 服务功能，可帮助组织隐藏敏感数据并通过使用 OCI 语言服务潜在地提高数据隐私性。这为企业通过改善运营提供了新的增长机会。
先进技术的日益普及也鼓励市场参与者在数据管理解决方案和服务中实施人工智能技术，以提高客户满意度。
北美人工智能数据管理市场收入和预测到 2030 年（百万美元）
北美人工智能数据管理市场细分
北美人工智能数据管理市场分为产品、部署、技术、垂直行业和国家。
根据产品，北美人工智能数据管理市场分为解决方案和服务。 2023 年，解决方案部门占据了北美 AI 数据管理市场的最大份额。
在部署方面，北美 AI 数据管理市场分为本地和云。云部门在 2023 年占据了北美 AI 数据管理市场的最大份额。
按技术划分，北美 AI 数据管理市场分为机器学习、自然语言处理 (NLP)、计算机视觉和情境感知计算。机器学习部门在 2023 年占据了北美 AI 数据管理市场的最大份额。
根据行业垂直划分，北美 AI 数据管理市场分为 BFSI、零售和电子商务、IT 和电信、医疗保健、政府等。BFSI 部门在 2023 年占据了北美 AI 数据管理市场的最大份额。
根据国家/地区，北美 AI 数据管理市场分为美国、加拿大和墨西哥。 2023 年，美国占据了北美 AI 数据管理市场的主导份额。
微软公司、Alphabet Inc、甲骨文公司、国际商业机器公司、Salesforce Inc、SAP SE、惠普企业公司、SAS Institute Inc、Snowflake Inc 和亚马逊公司是北美 AI 数据管理市场的一些领先公司。
TABLE OF CONTENTS
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
List of Tables
Table 1. North America AI Data Management Market Segmentation
Table 2. List of Vendors
Table 3. North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Table 4. North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Offering
Table 5. North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Deployment
Table 6. North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Technology
Table 7. North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Industry Vertical
Table 8. North America: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Country
Table 9. United States: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 10. United States: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 11. United States: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 12. United States: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 13. Canada: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 14. Canada: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 15. Canada: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 16. Canada: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 17. Mexico: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 18. Mexico: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 19. Mexico: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 20. Mexico: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
List of Figures
Figure 1. North America AI Data Management Market Segmentation, by Country
Figure 2. Ecosystem: North America AI Data Management Market
Figure 3. Impact Analysis of Drivers and Restraints
Figure 4. North America AI Data Management Market Revenue (US$ Million), 2021-2031
Figure 5. North America AI Data Management Market Share (%) - by Offering (2023 and 2031)
Figure 6. Solution: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 7. Service: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 8. North America AI Data Management Market Share (%) - by Deployment (2023 and 2031)
Figure 9. On-premise: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 10. Cloud: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 11. North America AI Data Management Market Share (%) - by Technology (2023 and 2031)
Figure 12. Machine Learning: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 13. Natural Language Processing (NLP): North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 14. Computer Vision: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 15. Context Awareness Computing: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 16. North America AI Data Management Market Share (%) - by Industry Vertical (2023 and 2031)
Figure 17. BFSI: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 18. Retail and E-Commerce: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 19. IT and Telecom: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 20. Healthcare: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 21. Government: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 22. Others: North America AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 23. North America: AI Data Management Market Breakdown, by Key Countries, (2023) (US$ Mn)
Figure 24. North America: AI Data Management Market Breakdown, by Key Countries, 2023 and 2031 (%)
Figure 25. United States: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 26. Canada: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 27. Mexico: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 28. Company Positioning & Concentration
- Microsoft Corp
- Alphabet Inc
- Oracle Corp
- International Business Machines Corp
- Salesforce Inc
- SAP SE
- Hewlett Packard Enterprise Co
- SAS Institute Inc
- Snowflake Inc
- Amazon.com Inc
- Save and reduce time carrying out entry-level research by identifying the growth, size, leading players, and segments in the North America AI data management market.
- Highlights key business priorities in order to assist companies to realign their business strategies.
- The key findings and recommendations highlight crucial progressive industry trends in the North America AI data management market, thereby allowing players across the value chain to develop effective long-term strategies.
- Develop/modify business expansion plans by using substantial growth offering developed and emerging markets.
- Scrutinize in-depth North America market trends and outlook coupled with the factors driving the North America AI data management market, as well as those hindering it.
- Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to client products, segmentation, pricing, and distribution.