Pronóstico del mercado de gestión de datos de inteligencia artificial en Europa 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)
El aumento de las asociaciones y adquisiciones entre los principales actores del mercado impulsa el mercado europeo de gestión de datos de IA
Los actores del mercado participan en asociaciones y adquisiciones para desarrollar software avanzado para aumentar su participación de mercado. La asociación y la adquisición ayudan a las empresas a intercambiar su experiencia en la gestión de datos de IA y facilitan el acceso a una amplia gama de conjuntos de datos. A continuación, se mencionan algunos de estos casos:
• En noviembre de 2023, Databricks Inc. adquirió Arcion para ofrecer soluciones nativas. Databricks Inc. utiliza las tecnologías de replicación de datos en tiempo real de Arcion que facilitan la ingestión y la replicación perfecta de datos de diversas bases de datos y aplicaciones SaaS.
• En mayo de 2023, QlikTech International AB adquirió Talend para ampliar sus capacidades de gestión, procesamiento, análisis y actuación sobre datos para empresas modernas. La colaboración entre QlikTech International AB y Talend fortalece numerosas áreas, como la conectividad de aplicaciones, la transformación de datos, los servicios API y el control de calidad.
• En marzo de 2023, SAP SE firmó un acuerdo de asociación con empresas líderes en inteligencia artificial, incluidas Databricks Inc., Collibra NV, DataRobot Inc. y Confluent Inc. Este acuerdo respalda a SAP SE para fortalecer su cartera de soluciones de gestión de datos de inteligencia artificial.
• En octubre de 2022, BPER Banca Group, el tercer grupo bancario más grande de Italia, firmó un acuerdo de asociación de cuatro años con International Business Machine Corp para apoyar al banco en el desarrollo de negocios digitales. BPER Banca Group utiliza los productos digitales y de TI de International Business Machine Corp, como la tecnología de la nube y la inteligencia artificial, para modernizar su infraestructura y administrar adecuadamente los datos e información confidenciales de los clientes.
Además, un aumento en las asociaciones y adquisiciones entre los actores clave del mercado impulsa el mercado de gestión de datos de IA.
Descripción general del mercado de gestión de datos de IA en Europa
Europa es tecnológicamente avanzada, debido a la alta tasa de adopción de tecnologías avanzadas en Alemania, el Reino Unido, Francia, España, Italia y Rusia. Según el Ministerio de Asuntos Exteriores de los Países Bajos, la tecnología de IA utilizada por varias empresas en Europa fue solo del 8% en 2021, que casi se duplicó en enero de 2023. En algunas industrias, el 75% de las empresas utilizan tecnología de IA para administrar sus transacciones diarias.
La creciente adopción de tecnologías avanzadas también ha animado 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 en Europa hasta 2030 (millones de dólares estadounidenses)
Segmentación del mercado de gestión de datos de IA en Europa
El mercado de gestión de datos de IA en Europa se clasifica en oferta, implementación, tecnología, vertical de la industria y país.
Según la oferta, el mercado europeo de gestión de datos de IA se divide en soluciones y servicios. El segmento de soluciones tuvo una mayor participación en el mercado europeo de gestión de datos de IA en 2023.
En términos de implementación, el mercado europeo de gestión de datos de IA se segmenta en local y en la nube. El segmento de la nube tuvo una mayor participación en el mercado europeo de gestión de datos de IA en 2023.
Por tecnología, el mercado europeo de gestión de datos de IA 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 europeo de gestión de datos de IA en 2023.
Según la vertical de la industria, el mercado europeo de gestión de datos de IA 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 Europa en 2023.
Según el país, el mercado de gestión de datos de IA en Europa se clasifica en Alemania, Francia, Italia, Reino Unido, Rusia y el resto de Europa. Alemania dominó la participación en el mercado de gestión de datos de IA en Europa en 2023.
Microsoft Corp, Alphabet Inc, Oracle Corp, International Business Machines Corp, Salesforce Inc, SAP SE, Hewlett Packard Enterprise Co, Snowflake Inc y Amazon com Inc. son algunas de las empresas líderes que operan en el mercado de gestión de datos de IA en Europa.
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. Europe AI Data Management Market Landscape
4.1 Overview
4.2 PEST Analysis
4.3 Ecosystem Analysis
4.3.1 List of Vendors in the Value Chain
5. Europe AI Data Management Market - Key Market Dynamics
5.1 Market Drivers
5.1.1 Advancements in AI and ML-Based Data Management Software
5.1.2 Surge in Partnerships and Acquisitions Among Key Market Players
5.1.3 Expansion of BFSI Industry and Rise in Financial Transactions
5.2 Market Restraints
5.2.1 Issues Related to Availability of High-Quality Data
5.2.2 High Costs Associated with AI Data Management Software
5.3 Market Opportunities
5.3.1 Rising Adoption of Personalized and Adaptive Systems among Consumers
5.3.2 Growing Investment in AI Technology
5.4 Future Trends
5.4.1 Real-time Data Processing
5.5 Impact of Drivers and Restraints:
6. AI Data Management Market - Europe Market Analysis
6.1 Europe AI Data Management Market Revenue (US$ Million), 2021-2031
6.2 Europe AI Data Management Market Forecast Analysis
7. Europe AI Data Management Market Analysis - by Offering
7.1 Solution
7.1.1 Overview
7.1.2 Solution: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
7.2 Service
7.2.1 Overview.
7.2.2 Service: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
8. Europe AI Data Management Market Analysis - by Deployment
8.1 On-premise
8.1.1 Overview
8.1.2 On-premise: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
8.2 Cloud
8.2.1 Overview
8.2.2 Cloud: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9. Europe AI Data Management Market Analysis - by Technology
9.1 Machine Learning
9.1.1 Overview
9.1.2 Machine Learning: Europe 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): Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
9.3 Computer Vision
9.3.1 Overview
9.3.2 Computer Vision: Europe 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: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10. Europe AI Data Management Market Analysis - by Industry Vertical
10.1 BFSI
10.1.1 Overview
10.1.2 BFSI: Europe 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: Europe 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: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.4 Healthcare
10.4.1 Overview
10.4.2 Healthcare: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.5 Government
10.5.1 Overview
10.5.2 Government: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
10.6 Others
10.6.1 Overview
10.6.2 Others: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11. Europe AI Data Management Market - Country Analysis
11.1 Europe
11.1.1 Europe AI Data Management Market Overview
11.1.2 Europe: AI Data Management Market Breakdown, by Key Countries, 2023 and 2031 (%)
11.1.2.1 Europe: AI Data Management Market - Revenue and Forecast Analysis - by Country
11.1.2.2 Germany: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.2.1 Germany: AI Data Management Market Breakdown, by Offering
11.1.2.2.2 Germany: AI Data Management Market Breakdown, by Deployment
11.1.2.2.3 Germany: AI Data Management Market Breakdown, by Technology
11.1.2.2.4 Germany: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.3 France: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.3.1 France: AI Data Management Market Breakdown, by Offering
11.1.2.3.2 France: AI Data Management Market Breakdown, by Deployment
11.1.2.3.3 France: AI Data Management Market Breakdown, by Technology
11.1.2.3.4 France: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.4 Italy: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.4.1 Italy: AI Data Management Market Breakdown, by Offering
11.1.2.4.2 Italy: AI Data Management Market Breakdown, by Deployment
11.1.2.4.3 Italy: AI Data Management Market Breakdown, by Technology
11.1.2.4.4 Italy: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.5 United Kingdom: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.5.1 United Kingdom: AI Data Management Market Breakdown, by Offering
11.1.2.5.2 United Kingdom: AI Data Management Market Breakdown, by Deployment
11.1.2.5.3 United Kingdom: AI Data Management Market Breakdown, by Technology
11.1.2.5.4 United Kingdom: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.6 Russia: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.6.1 Russia: AI Data Management Market Breakdown, by Offering
11.1.2.6.2 Russia: AI Data Management Market Breakdown, by Deployment
11.1.2.6.3 Russia: AI Data Management Market Breakdown, by Technology
11.1.2.6.4 Russia: AI Data Management Market Breakdown, by Industry Vertical
11.1.2.7 Rest of Europe: AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
11.1.2.7.1 Rest of Europe: AI Data Management Market Breakdown, by Offering
11.1.2.7.2 Rest of Europe: AI Data Management Market Breakdown, by Deployment
11.1.2.7.3 Rest of Europe: AI Data Management Market Breakdown, by Technology
11.1.2.7.4 Rest of Europe: AI Data Management Market Breakdown, by Industry Vertical
12. Competitive Landscape
12.1 Heat Map Analysis by Key Players
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 Snowflake 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 Amazon.com 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
15. Appendix
15.1 About The Insight Partners
List of Tables
Table 1. Europe AI Data Management Market Segmentation
Table 2. List of Vendors
Table 3. Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Table 4. Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Offering
Table 5. Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Deployment
Table 6. Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Technology
Table 7. Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million) - by Industry Vertical
Table 8. Europe: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Country
Table 9. Germany: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 10. Germany: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 11. Germany: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 12. Germany: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 13. France: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 14. France: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 15. France: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 16. France: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 17. Italy: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 18. Italy: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 19. Italy: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 20. Italy: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 21. United Kingdom: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 22. United Kingdom: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 23. United Kingdom: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 24. United Kingdom: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 25. Russia: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 26. Russia: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 27. Russia: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 28. Russia: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
Table 29. Rest of Europe: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Offering
Table 30. Rest of Europe: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Deployment
Table 31. Rest of Europe: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Technology
Table 32. Rest of Europe: AI Data Management Market - Revenue and Forecast to 2031(US$ Million) - by Industry Vertical
List of Figures
Figure 1. Europe AI Data Management Market Segmentation, by Country
Figure 2. PEST Analysis
Figure 3. Ecosystem: Europe AI data management market
Figure 4. Europe AI Data Management Market - Key Market Dynamics
Figure 5. Impact Analysis of Drivers and Restraints
Figure 6. Europe AI Data Management Market Revenue (US$ Million), 2021-2031
Figure 7. Europe AI Data Management Market Share (%) - by Offering (2023 and 2031)
Figure 8. Solution: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 9. Service: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 10. Europe AI Data Management Market Share (%) - by Deployment (2023 and 2031)
Figure 11. On-premise: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 12. Cloud: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 13. Europe AI Data Management Market Share (%) - by Technology (2023 and 2031)
Figure 14. Machine Learning: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 15. Natural Language Processing (NLP): Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 16. Computer Vision: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 17. Context Awareness Computing: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 18. Europe AI Data Management Market Share (%) - by Industry Vertical (2023 and 2031)
Figure 19. BFSI: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 20. Retail and E-Commerce: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 21. IT and Telecom: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 22. Healthcare: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 23. Government: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 24. Others: Europe AI Data Management Market - Revenue and Forecast to 2031 (US$ Million)
Figure 25. Europe: AI Data Management Market Revenue, by Key Countries, (2023) (US$ Mn)
Figure 26. Europe: AI Data Management Market Breakdown, by Key Countries, 2023 and 2031 (%)
Figure 27. Germany: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 28. France: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 29. Italy: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 30. United Kingdom: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 31. Russia: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 32. Rest of Europe: AI Data Management Market - Revenue and Forecast to 2031(US$ Million)
Figure 33. Heat Map Analysis by Key Players
- Microsoft Corp
- Alphabet Inc
- Oracle Corp
- International Business Machines Corp
- Salesforce Inc
- SAP SE
- Hewlett Packard Enterprise Co
- Snowflake Inc
- Amazon.com Inc
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