Pronóstico del mercado de gestión de datos de IA en América del Norte hasta 2031: análisis regional, por oferta (solución y servicio), implementación (local y en la nube), tecnología [aprendizaje automático, procesamiento del lenguaje natural (PLN), visión artificial y computación basada en el contexto] y sector vertical (BFSI, comercio minorista y electrónico, TI y telecomunicaciones, atención médica, gobierno y otros)
Los avances en el software de gestión de datos basado en IA y ML impulsan el mercado de gestión de datos de IA de América del Norte
Una evolución continua de las tecnologías de IA y ML aumenta la demanda entre los consumidores de gestionar sus datos organizacionales de manera eficaz. Las sofisticadas capacidades de la IA proporcionan a las empresas herramientas poderosas para generar información detallada a partir de los datos recopilados. La integración de la IA y el ML en los procedimientos de gestión de datos se percibe como un factor revolucionario en la gestión y el abordaje de las complejidades asociadas con el análisis, el manejo y la toma de decisiones de los datos. En mayo de 2023, International Business Machines Corp presentó la plataforma Watsonx, que ayuda a las empresas a gestionar y controlar completamente sus datos. La plataforma Watsonx está integrada con algoritmos de ML que permiten a las organizaciones recopilar y limpiar datos. Los algoritmos de IA y ML ayudan a automatizar y optimizar las operaciones de gestión de datos. Estas tecnologías se utilizan para optimizar grandes conjuntos de datos a una velocidad mayor que la capacidad humana, lo que mejora la productividad de las tareas de gestión de datos, como la integración, la categorización y la limpieza de datos. La gestión automatizada de datos impulsada por IA ayuda a las empresas a minimizar significativamente la posibilidad de error, reduciendo la carga de trabajo asociada a los procesos manuales y garantizando la fiabilidad y precisión de los conocimientos basados en datos. Por tanto, los avances en el software de gestión de datos basado en IA y ML impulsan el mercado.
Descripción general del mercado de gestión de datos de IA en América del Norte
En 2022, América del Norte lideró el mercado mundial de gestión de datos de IA. Factores como la creciente adopción de tecnologías innovadoras en numerosas industrias como BFSI, TI y telecomunicaciones, comercio minorista y electrónico y atención médica están impulsando el mercado. La presencia de actores importantes, como Microsoft Corp, Amazon Web Services Inc, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, Hewlett Packard Enterprise Development LP, SAS Institute Inc y Snowflake Inc, también está beneficiando el crecimiento del mercado en los EE. UU. Estos actores se dedican al desarrollo de nuevas tecnologías innovadoras para ayudar a las empresas a gestionar la información de los clientes y los datos comerciales. Por ejemplo, en marzo de 2024, Oracle Corp. anunció la disponibilidad general de Oracle Analytics Server. Oracle Analytics Server es una base de datos autónoma de Oracle, que tiene capacidades de AutoML y Oracle Cloud Infrastructure AI Services que ayudan a las organizaciones a ocultar datos confidenciales y potencialmente mejorar la privacidad de los datos mediante el uso del servicio OCI Language. Esto proporciona a las empresas nuevas oportunidades de crecimiento al mejorar sus operaciones.
La creciente adopción de tecnologías avanzadas también ha alentado a los actores del mercado a implementar tecnología de IA en soluciones y servicios de gestión de datos para mejorar la satisfacción del cliente.
Ingresos y pronóstico del mercado de gestión de datos de IA de América del Norte hasta 2030 (millones de USD)
Segmentación del mercado de gestión de datos de IA de América del Norte
El mercado de gestión de datos de IA de América del Norte se clasifica en oferta, implementación, tecnología, vertical de la industria y país.
Según la oferta, el mercado de gestión de datos de IA de América del Norte se bifurca en solución y servicio. El segmento de soluciones tuvo una mayor participación en el mercado de gestión de datos de IA en América del Norte en 2023.
En términos de implementación, el mercado de gestión de datos de IA en América del Norte se segmenta en local y en la nube. El segmento de la nube tuvo una mayor participación en el mercado de gestión de datos de IA en América del Norte en 2023.
Por tecnología, el mercado de gestión de datos de IA en América del Norte se divide en aprendizaje automático, procesamiento del lenguaje natural (PLN), visión artificial y computación de conocimiento del contexto. El segmento de aprendizaje automático tuvo la mayor participación en el mercado de gestión de datos de IA en América del Norte en 2023.
Según la vertical de la industria, el mercado de gestión de datos de IA en América del Norte se clasifica en BFSI, comercio minorista y electrónico, TI y telecomunicaciones, atención médica, gobierno y otros. El segmento BFSI tuvo la mayor participación en el mercado de gestión de datos de IA en América del Norte en 2023.
Según el país, el mercado de gestión de datos de IA en América del Norte se clasifica en EE. UU., Canadá y México. Estados Unidos dominó la cuota de mercado de gestión de datos de IA en América del Norte en 2023.
Microsoft Corp, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, SAP SE, Hewlett Packard Enterprise Co, SAS Institute Inc, Snowflake Inc y Amazon com Inc. son algunas de las empresas líderes que operan en el mercado de gestión de datos de IA de América del Norte.
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.