2031년까지 북미 AI 데이터 관리 시장 전망 - 지역 분석 - 제공(솔루션 및 서비스), 배포(온프레미스 및 클라우드), 기술[머신 러닝, 자연어 처리(NLP), 컴퓨터 비전 및 컨텍스트 인식 컴퓨팅], 산업 수직(BFSI, 소매 및 전자 상거래, IT 및 통신, 의료, 정부 및 기타)별
AI 및 ML 기반 데이터 관리 소프트웨어의 발전으로 북미 AI 데이터 관리 시장이 활성화됨
AI 및 ML 기술의 지속적인 발전으로 소비자들이 조직 데이터를 효과적으로 관리하려는 수요가 증가하고 있습니다. AI의 정교한 기능은 기업에 수집된 데이터에서 자세한 통찰력을 생성할 수 있는 강력한 도구를 제공합니다. AI와 ML을 데이터 관리 절차에 통합하는 것은 데이터 분석, 처리 및 의사 결정과 관련된 복잡성을 관리하고 해결하는 데 혁신적인 요소로 인식됩니다. 2023년 5월, International Business Machines Corp는 기업이 데이터를 관리하고 완벽하게 제어할 수 있도록 돕는 Watsonx Platform을 출시했습니다. Watsonx Platform은 조직이 데이터를 수집하고 정리할 수 있도록 하는 ML 알고리즘과 통합되어 있습니다. AI 및 ML 알고리즘은 데이터 관리 작업을 자동화하고 최적화하는 데 도움이 됩니다. 이러한 기술은 인간의 능력을 넘어서는 빠른 속도로 대용량 데이터 세트를 최적화하는 데 사용되어 데이터 통합, 분류 및 정리와 같은 데이터 관리 작업의 생산성을 향상시킵니다. AI 기반 자동화된 데이터 관리를 통해 기업은 오류 가능성을 크게 최소화하고 수동 프로세스와 관련된 작업 부하를 줄이며 데이터 기반 통찰력의 신뢰성과 정확성을 보장할 수 있습니다. 따라서 AI 및 ML 기반 데이터 관리 소프트웨어의 발전이 시장을 주도하고 있습니다.
북미 AI 데이터 관리 시장 개요
2022년 북미는 글로벌 AI 데이터 관리 시장을 주도했습니다. BFSI, IT 및 통신, 소매 및 전자 상거래, 의료와 같은 수많은 산업에서 혁신적인 기술 채택이 증가하는 것과 같은 요인이 시장을 주도하고 있습니다. Microsoft Corp, Amazon Web Services Inc, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, Hewlett Packard Enterprise Development LP, SAS Institute Inc, Snowflake Inc와 같은 주요 업체의 존재도 미국 시장 성장에 도움이 되고 있습니다. 이러한 업체는 기업이 고객 정보와 비즈니스 데이터를 관리할 수 있도록 지원하는 새로운 혁신 기술을 개발하고 있습니다. 예를 들어, 2024년 3월 Oracle Corp.는 Oracle Analytics Server의 일반 공급을 발표했습니다. Oracle Analytics Server는 AutoML 및 Oracle Cloud Infrastructure AI Services 기능을 갖춘 Oracle Autonomous Database로, 조직이 OCI Language 서비스를 사용하여 민감한 데이터를 숨기고 잠재적으로 데이터 개인 정보 보호를 개선하는 데 도움이 됩니다. 이를 통해 기업은 운영을 개선하여 새로운 성장 기회를 얻을 수 있습니다.
첨단 기술의 채택이 증가함에 따라 시장 참여자는 고객 만족도를 높이기 위해 데이터 관리 솔루션 및 서비스에 AI 기술을 구현하게 되었습니다.
북미 AI 데이터 관리 시장 수익 및 2030년 예측(백만 달러)
북미 AI 데이터 관리 시장 세분화
북미 AI 데이터 관리 시장은 제공, 배포, 기술, 산업 분야 및 국가로 분류됩니다.
제공을 기준으로 북미 AI 데이터 관리 시장은 솔루션과 서비스로 나뉩니다. 솔루션 세그먼트는 2023년에 북미 AI 데이터 관리 시장 점유율에서 더 큰 비중을 차지했습니다.
배포 측면에서 북미 AI 데이터 관리 시장은 온프레미스와 클라우드로 구분됩니다.클라우드 세그먼트는 2023년에 북미 AI 데이터 관리 시장 점유율에서 더 큰 비중을 차지했습니다.
기술 기준으로 북미 AI 데이터 관리 시장은 머신 러닝, 자연어 처리(NLP), 컴퓨터 비전, 상황 인식 컴퓨팅으로 구분됩니다.머신 러닝 세그먼트는 2023년에 북미 AI 데이터 관리 시장 점유율에서 가장 큰 비중을 차지했습니다.
산업 수직 기준으로 북미 AI 데이터 관리 시장은 BFSI, 소매 및 전자 상거래, IT 및 통신, 의료, 정부 등으로 분류됩니다.BFSI 세그먼트는 2023년에 북미 AI 데이터 관리 시장 점유율에서 가장 큰 비중을 차지했습니다.
국가 기준으로 북미 AI 데이터 관리 시장은 미국, 캐나다, 멕시코로 분류됩니다. 미국은 2023년에 북미 AI 데이터 관리 시장 점유율을 장악했습니다.
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.는 북미 AI 데이터 관리 시장에서 활동하는 주요 기업입니다.
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.