2031 年までの北米 AI データ管理市場予測 - 地域別分析 - 提供 (ソリューションとサービス)、展開 (オンプレミスとクラウド)、テクノロジー [機械学習、自然言語処理 (NLP)、コンピューター ビジョン、コンテキスト認識コンピューティング]、業界別 (BFSI、小売および電子商取引、IT および通信、ヘルスケア、政府、その他)
AI および ML ベースのデータ管理ソフトウェアの進歩が北米の AI データ管理市場を活性化
AI および ML テクノロジーの継続的な進化により、消費者の間で組織データを効果的に管理したいという需要が高まっています。AI の高度な機能により、企業は収集されたデータから詳細な洞察を生成するための強力なツールを利用できます。データ管理手順への AI と ML の統合は、データの分析、処理、意思決定に関連する複雑さを管理および対処する上で革新的な要素として認識されています。2023 年 5 月、International Business Machines Corp は、企業がデータを管理し、完全に制御できるようにする Watsonx プラットフォームを発表しました。Watsonx プラットフォームは、組織がデータを収集してクリーンアップできるようにする ML アルゴリズムと統合されています。 AI および ML アルゴリズムは、データ管理操作の自動化と最適化に役立ちます。これらのテクノロジーは、大規模なデータセットを人間の能力を超える速度で最適化するために使用され、データの統合、分類、クレンジングなどのデータ管理タスクの生産性が向上します。AI を活用した自動データ管理により、企業はエラーの可能性を大幅に最小限に抑え、手動プロセスに関連する作業負荷を軽減し、データ主導の洞察の信頼性と精度を確保できます。このように、AI と ML ベースのデータ管理ソフトウェアの進歩が市場を牽引しています。
北米の AI データ管理市場の概要
2022 年、北米は世界の AI データ管理市場をリードしました。BFSI、IT および通信、小売および電子商取引、ヘルスケアなど、多くの業界で革新的なテクノロジーの採用が増加することなどの要因が市場を牽引しています。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 Inc などの主要プレーヤーの存在も、米国の市場成長に寄与しています。これらのプレーヤーは、企業が顧客の情報やビジネスデータを管理できるようにするための新しい革新的なテクノロジーの開発に取り組んでいます。たとえば、2024年3月、Oracle Corp.はOracle Analytics Serverの一般提供を発表しました。Oracle Analytics ServerはOracle Autonomous Databaseであり、AutoMLとOracle Cloud Infrastructure AI Servicesの機能を備えており、組織はOCI Languageサービスを使用して機密データを隠し、潜在的にデータプライバシーを向上させることができます。これにより、企業は業務を改善することで新たな成長の機会を得ることができます。
先進技術の採用が進むにつれて、市場プレーヤーは顧客満足度を向上させるためにデータ管理ソリューションやサービスにAIテクノロジーを実装するようになりました。
北米AIデータ管理市場の収益と2030年までの予測（百万米ドル）
北米AIデータ管理市場のセグメンテーション
北米AIデータ管理市場は、提供、展開、テクノロジー、業界、国に分類されています。
提供に基づいて、北米AIデータ管理市場はソリューションとサービスに分かれています。ソリューションセグメントは、2023年に北米のAIデータ管理市場でより大きなシェアを占めました。
展開の観点から、北米のAIデータ管理市場は、オンプレミスとクラウドに分割されています。クラウドセグメントは、2023年に北米のAIデータ管理市場でより大きなシェアを占めました。
テクノロジー別に見ると、北米のAIデータ管理市場は、機械学習、自然言語処理（NLP）、コンピュータービジョン、コンテキスト認識コンピューティングに分かれています。機械学習セグメントは、2023年に北米のAIデータ管理市場で最大のシェアを占めました。
業種別では、北米のAIデータ管理市場は、BFSI、小売・電子商取引、IT・通信、ヘルスケア、政府、その他に分類されています。BFSIセグメントは、2023年に北米のAIデータ管理市場で最大のシェアを占めました。
国別に見ると、北米のAIデータ管理市場は、米国、カナダ、メキシコに分類されています。 2023 年、北米の AI データ管理市場シェアは米国が独占しました。
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 は、北米の AI データ管理市場で事業を展開している大手企業の一部です。
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.