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Cloud Database & DBaaS Market by Component (Services, Solution), Service (Managed Services, Professional Services), Organization Size, Deployment Model, Vertical - Global Forecast 2025-2030

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Porter's Five Forces : Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀåÀ» Ž»öÇÏ´Â Àü·« µµ±¸

Porter's Five Forces Framework´Â Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀå °æÀï ±¸µµ¸¦ ÀÌÇØÇÏ´Â Áß¿äÇÑ µµ±¸ÀÔ´Ï´Ù. Porter's Five Forces Framework´Â ±â¾÷ÀÇ °æÀï·ÂÀ» Æò°¡Çϰí Àü·«Àû ±âȸ¸¦ ޱ¸ÇÏ´Â ¸íÈ®ÇÑ ±â¼úÀ» Á¦°øÇÕ´Ï´Ù. ÀÌ ÇÁ·¹ÀÓ¿öÅ©´Â ±â¾÷ÀÌ ½ÃÀå ³» ¼¼·Âµµ¸¦ Æò°¡ÇÏ°í ½Å±Ô »ç¾÷ÀÇ ¼öÀͼºÀ» °áÁ¤ÇÏ´Â µ¥ µµ¿òÀÌ µË´Ï´Ù. ÀÌ·¯ÇÑ ÀλçÀÌÆ®À» ÅëÇØ ±â¾÷Àº ÀÚ»çÀÇ °­Á¡À» Ȱ¿ëÇϰí, ¾àÁ¡À» ÇØ°áÇϰí, ÀáÀçÀûÀÎ °úÁ¦¸¦ ÇÇÇÒ ¼ö ÀÖÀ¸¸ç, º¸´Ù °­ÀÎÇÑ ½ÃÀå¿¡¼­ÀÇ Æ÷Áö¼Å´×À» º¸ÀåÇÒ ¼ö ÀÖ½À´Ï´Ù.

PESTLE ºÐ¼® : Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀå¿¡¼­ ¿ÜºÎ ¿µÇâÀ» ÆÄ¾Ç

¿ÜºÎ °Å½ÃÀû ȯ°æ ¿äÀÎÀº Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀåÀÇ ¼º°ú ¿ªÇÐÀ» Çü¼ºÇϴµ¥ ¸Å¿ì Áß¿äÇÑ ¿ªÇÒÀ» ÇÕ´Ï´Ù. Á¤Ä¡Àû, °æÁ¦Àû, »çȸÀû, ±â¼úÀû, ¹ýÀû, ȯ°æÀû ¿äÀÎ ºÐ¼®Àº ÀÌ·¯ÇÑ ¿µÇâÀ» Ž»öÇÏ´Â µ¥ ÇÊ¿äÇÑ Á¤º¸¸¦ Á¦°øÇÕ´Ï´Ù. PESTLE ¿äÀÎÀ» Á¶»çÇÔÀ¸·Î½á ±â¾÷Àº ÀáÀçÀûÀÎ À§Çè°ú ±âȸ¸¦ ´õ Àß ÀÌÇØÇÒ ¼ö ÀÖ½À´Ï´Ù. ÀÌ ºÐ¼®À» ÅëÇØ ±â¾÷Àº ±ÔÁ¦, ¼ÒºñÀÚ ¼±È£, °æÁ¦ µ¿ÇâÀÇ º¯È­¸¦ ¿¹ÃøÇÏ°í ¾ÕÀ¸·Î ¿¹»óµÇ´Â Àû±ØÀûÀÎ ÀÇ»ç °áÁ¤À» ÇÒ Áغñ¸¦ ÇÒ ¼ö ÀÖ½À´Ï´Ù.

½ÃÀå Á¡À¯À² ºÐ¼® Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀå °æÀï ±¸µµ ÆÄ¾Ç

Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀåÀÇ »ó¼¼ÇÑ ½ÃÀå Á¡À¯À² ºÐ¼®À» ÅëÇØ °ø±Þ¾÷üÀÇ ¼º°ú¸¦ Á¾ÇÕÀûÀ¸·Î Æò°¡ÇÒ ¼ö ÀÖ½À´Ï´Ù. ±â¾÷Àº ¼öÀÍ, °í°´ ±â¹Ý, ¼ºÀå·ü µî ÁÖ¿ä ÁöÇ¥¸¦ ºñ±³ÇÏ¿© °æÀï Æ÷Áö¼Å´×À» ¹àÈú ¼ö ÀÖ½À´Ï´Ù. ÀÌ ºÐ¼®À» ÅëÇØ ½ÃÀå ÁýÁß, ´ÜÆíÈ­, ÅëÇÕ µ¿ÇâÀ» ¹àÇô³»°í º¥´õµéÀº °æÀïÀÌ Ä¡¿­ÇØÁö´Â °¡¿îµ¥ ÀÚ»çÀÇ ÁöÀ§¸¦ ³ôÀÌ´Â Àü·«Àû ÀÇ»ç °áÁ¤À» ³»¸®´Â µ¥ ÇÊ¿äÇÑ Áö½ÄÀ» ¾òÀ» ¼ö ÀÖ½À´Ï´Ù.

FPNV Æ÷Áö¼Å´× ¸ÅÆ®¸¯½º Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀå¿¡¼­ °ø±Þ¾÷üÀÇ ¼º´É Æò°¡

FPNV Æ÷Áö¼Å´× ¸ÅÆ®¸¯½º´Â Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀå¿¡¼­ °ø±Þ¾÷ü¸¦ Æò°¡ÇÏ´Â Áß¿äÇÑ µµ±¸ÀÔ´Ï´Ù. ÀÌ Çà·ÄÀ» ÅëÇØ ºñÁî´Ï½º Á¶Á÷Àº °ø±Þ¾÷üÀÇ ºñÁî´Ï½º Àü·«°ú Á¦Ç° ¸¸Á·µµ¸¦ ±âÁØÀ¸·Î Æò°¡ÇÏ¿© ¸ñÇ¥¿¡ ¸Â´Â ÃæºÐÇÑ Á¤º¸¸¦ ¹ÙÅÁÀ¸·Î ÀÇ»ç °áÁ¤À» ³»¸± ¼ö ÀÖ½À´Ï´Ù. ³× °¡Áö »çºÐ¸éÀ» ÅëÇØ °ø±Þ¾÷ü¸¦ ¸íÈ®Çϰí Á¤È®ÇÏ°Ô ¼¼ºÐÈ­ÇÏ¿© Àü·« ¸ñÇ¥¿¡ °¡Àå ÀûÇÕÇÑ ÆÄÆ®³Ê ¹× ¼Ö·ç¼ÇÀ» ÆÄ¾ÇÇÒ ¼ö ÀÖ½À´Ï´Ù.

Àü·« ºÐ¼® ¹× ±ÇÀå Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀå¿¡¼­ ¼º°øÀ» À§ÇÑ ±æÀ» ±×¸®±â

Ŭ¶ó¿ìµå µ¥ÀÌÅͺ£À̽º ¹× DBaaS ½ÃÀåÀÇ Àü·« ºÐ¼®Àº ½ÃÀå¿¡¼­ÀÇ Á¸À縦 °­È­ÇÏ·Á´Â ±â¾÷¿¡ ÇʼöÀûÀÔ´Ï´Ù. ÁÖ¿ä ÀÚ¿ø, ¿ª·® ¹× ¼º°ú ÁöÇ¥¸¦ °ËÅäÇÔÀ¸·Î½á ±â¾÷Àº ¼ºÀå ±âȸ¸¦ ÆÄ¾ÇÇÏ°í °³¼±À» À§ÇØ ³ë·ÂÇÒ ¼ö ÀÖ½À´Ï´Ù. ÀÌ·¯ÇÑ Á¢±Ù ¹æ½ÄÀ» ÅëÇØ °æÀï ±¸µµ¿¡¼­ °úÁ¦¸¦ ±Øº¹ÇÏ°í »õ·Î¿î ºñÁî´Ï½º ±âȸ¸¦ Ȱ¿ëÇÏ¿© Àå±âÀûÀÎ ¼º°øÀ» °ÅµÑ ¼ö Àִ üÁ¦¸¦ ±¸ÃàÇÒ ¼ö ÀÖ½À´Ï´Ù.

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3. ½ÃÀå ´Ù¾çÈ­ : ÃÖ±Ù Á¦Ç° Ãâ½Ã, ¹Ì°³Ã´ Áö¿ª, ¾÷°èÀÇ ÁÖ¿ä Áøº¸, ½ÃÀåÀ» Çü¼ºÇÏ´Â Àü·«Àû ÅõÀÚ¸¦ ºÐ¼®ÇÕ´Ï´Ù.

4. °æÀï Æò°¡ ¹× Á¤º¸ : °æÀï ±¸µµ¸¦ öÀúÈ÷ ºÐ¼®ÇÏ¿© ½ÃÀå Á¡À¯À², »ç¾÷ Àü·«, Á¦Ç° Æ÷Æ®Æú¸®¿À, ÀÎÁõ, ±ÔÁ¦ ´ç±¹ ½ÂÀÎ, ƯÇã µ¿Çâ, ÁÖ¿ä ±â¾÷ÀÇ ±â¼ú Áøº¸ µîÀ» °ËÁõÇÕ´Ï´Ù.

5. Á¦Ç° °³¹ß ¹× Çõ½Å : ¹Ì·¡ ½ÃÀå ¼ºÀåÀ» °¡¼ÓÇÒ °ÍÀ¸·Î ¿¹»óµÇ´Â ÃÖ÷´Ü ±â¼ú, R&D Ȱµ¿, Á¦Ç° Çõ½ÅÀ» °­Á¶ÇÕ´Ï´Ù.

¶ÇÇÑ ÀÌÇØ°ü°èÀÚ°¡ ÃæºÐÇÑ Á¤º¸¸¦ ¹ÙÅÁÀ¸·Î ÀÇ»ç °áÁ¤À» ³»¸®´Â µ¥ µµ¿òÀÌ µÇ´Â Áß¿äÇÑ Áú¹®¿¡ ÀÀ´äÇÕ´Ï´Ù.

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  • Alphabet Inc.
  • Amazon Web Services, Inc
  • DataStax, Inc.
  • EnterpriseDB Corporation's
  • Lumen Technologies, Inc.
  • Microsoft Corporation
  • MongoDB, Inc.
  • Neo4j, Inc.
  • Oracle Corporation
  • Rackspace Technology, Inc.
  • Redis Ltd.
  • SAP SE
  • Teradata Corporation
  • The International Business Machines Corporation
  • TigerGraph, Inc.
BJH 24.11.15

The Cloud Database & DBaaS Market was valued at USD 21.62 billion in 2023, expected to reach USD 25.89 billion in 2024, and is projected to grow at a CAGR of 19.82%, to USD 76.72 billion by 2030.

The scope of the Cloud Database & Database as a Service (DBaaS) market is fundamentally reshaping how businesses manage, store, and analyze data, transitioning from traditional on-premises solutions to highly scalable, flexible, and cost-effective cloud-based alternatives. The essential need for cloud databases and DBaaS arises from the increasing volume of data generated by businesses and consumers alike, emphasizing the need for efficient, centralized data management systems. Applications range from traditional business intelligence and analytics to emerging fields like IoT and AI-driven insights. Key end-users include IT and telecom, healthcare, BFSI, retail, and manufacturing sectors, seeking enhanced agility, reduced infrastructure costs, and streamlined operations. Current market growth is strongly influenced by the escalating demand for big data analytics, facilitated by the adoption of machine learning and AI technologies requiring sophisticated data handling capabilities. Notable opportunities lie in hybrid cloud solutions and multi-cloud strategies, offering businesses the flexibility to optimize performance and costs. Companies can capitalize on these trends by investing in robust security protocols and compliance certifications, mitigating data breach risks. However, market growth faces limitations such as data privacy concerns, varying global regulations, and the complexities of transitioning legacy systems to the cloud. To address these challenges, businesses should focus on research and innovation in the areas of data integration, advanced security measures, and collaborative tools that enhance scalability and data accessibility. Moreover, the market's dynamic nature, driven by continuous technological advancements and competitive pressure, calls for ongoing agility and adaptability. Strategic collaborations and investments in emerging technologies will be crucial for businesses seeking sustainable growth. By anticipating market trends and investing in innovative solutions that address data privacy and security concerns, companies can effectively navigate challenges and seize emerging opportunities to gain competitive advantages in the rapidly evolving cloud database landscape.

KEY MARKET STATISTICS
Base Year [2023] USD 21.62 billion
Estimated Year [2024] USD 25.89 billion
Forecast Year [2030] USD 76.72 billion
CAGR (%) 19.82%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Cloud Database & DBaaS Market

The Cloud Database & DBaaS Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Rising need for self-driving cloud databases
    • Growing demand to process low-latency queries with cloud operational analytics
    • Increasing use of cloud service to maintain critical data storage
  • Market Restraints
    • Technical issues of cloud databases
  • Market Opportunities
    • New technology integrations in cloud databases
    • Proliferation of NoSQL database
  • Market Challenges
    • Concerns related to the privacy and security of the data stored on databases

Porter's Five Forces: A Strategic Tool for Navigating the Cloud Database & DBaaS Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Cloud Database & DBaaS Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Cloud Database & DBaaS Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Cloud Database & DBaaS Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Cloud Database & DBaaS Market

A detailed market share analysis in the Cloud Database & DBaaS Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Cloud Database & DBaaS Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Cloud Database & DBaaS Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Cloud Database & DBaaS Market

A strategic analysis of the Cloud Database & DBaaS Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Cloud Database & DBaaS Market, highlighting leading vendors and their innovative profiles. These include Alphabet Inc., Amazon Web Services, Inc, DataStax, Inc., EnterpriseDB Corporation's, Lumen Technologies, Inc., Microsoft Corporation, MongoDB, Inc., Neo4j, Inc., Oracle Corporation, Rackspace Technology, Inc., Redis Ltd., SAP SE, Teradata Corporation, The International Business Machines Corporation, and TigerGraph, Inc..

Market Segmentation & Coverage

This research report categorizes the Cloud Database & DBaaS Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Component, market is studied across Services and Solution.
  • Based on Service, market is studied across Managed Services and Professional Services. The Professional Services is further studied across Consulting, Implementation, and Support & Maintenance.
  • Based on Organization Size, market is studied across Large Enterprises and Small & Medium-Sized Enterprises.
  • Based on Deployment Model, market is studied across Hybrid Cloud, Private Cloud, and Public Cloud.
  • Based on Vertical, market is studied across Banking, Financial Services & Insurance, Consumer Goods & Retail, Energy & Utilities, Government, Healthcare & Life Sciences, Manufacturing, Media & Entertainment, and Telecom & IT.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising need for self-driving cloud databases
      • 5.1.1.2. Growing demand to process low-latency queries with cloud operational analytics
      • 5.1.1.3. Increasing use of cloud service to maintain critical data storage
    • 5.1.2. Restraints
      • 5.1.2.1. Technical issues of cloud databases
    • 5.1.3. Opportunities
      • 5.1.3.1. New technology integrations in cloud databases
      • 5.1.3.2. Proliferation of NoSQL database
    • 5.1.4. Challenges
      • 5.1.4.1. Concerns related to the privacy and security of the data stored on databases
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Cloud Database & DBaaS Market, by Component

  • 6.1. Introduction
  • 6.2. Services
  • 6.3. Solution

7. Cloud Database & DBaaS Market, by Service

  • 7.1. Introduction
  • 7.2. Managed Services
  • 7.3. Professional Services
    • 7.3.1. Consulting
    • 7.3.2. Implementation
    • 7.3.3. Support & Maintenance

8. Cloud Database & DBaaS Market, by Organization Size

  • 8.1. Introduction
  • 8.2. Large Enterprises
  • 8.3. Small & Medium-Sized Enterprises

9. Cloud Database & DBaaS Market, by Deployment Model

  • 9.1. Introduction
  • 9.2. Hybrid Cloud
  • 9.3. Private Cloud
  • 9.4. Public Cloud

10. Cloud Database & DBaaS Market, by Vertical

  • 10.1. Introduction
  • 10.2. Banking, Financial Services & Insurance
  • 10.3. Consumer Goods & Retail
  • 10.4. Energy & Utilities
  • 10.5. Government
  • 10.6. Healthcare & Life Sciences
  • 10.7. Manufacturing
  • 10.8. Media & Entertainment
  • 10.9. Telecom & IT

11. Americas Cloud Database & DBaaS Market

  • 11.1. Introduction
  • 11.2. Argentina
  • 11.3. Brazil
  • 11.4. Canada
  • 11.5. Mexico
  • 11.6. United States

12. Asia-Pacific Cloud Database & DBaaS Market

  • 12.1. Introduction
  • 12.2. Australia
  • 12.3. China
  • 12.4. India
  • 12.5. Indonesia
  • 12.6. Japan
  • 12.7. Malaysia
  • 12.8. Philippines
  • 12.9. Singapore
  • 12.10. South Korea
  • 12.11. Taiwan
  • 12.12. Thailand
  • 12.13. Vietnam

13. Europe, Middle East & Africa Cloud Database & DBaaS Market

  • 13.1. Introduction
  • 13.2. Denmark
  • 13.3. Egypt
  • 13.4. Finland
  • 13.5. France
  • 13.6. Germany
  • 13.7. Israel
  • 13.8. Italy
  • 13.9. Netherlands
  • 13.10. Nigeria
  • 13.11. Norway
  • 13.12. Poland
  • 13.13. Qatar
  • 13.14. Russia
  • 13.15. Saudi Arabia
  • 13.16. South Africa
  • 13.17. Spain
  • 13.18. Sweden
  • 13.19. Switzerland
  • 13.20. Turkey
  • 13.21. United Arab Emirates
  • 13.22. United Kingdom

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2023
  • 14.2. FPNV Positioning Matrix, 2023
  • 14.3. Competitive Scenario Analysis
  • 14.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Alphabet Inc.
  • 2. Amazon Web Services, Inc
  • 3. DataStax, Inc.
  • 4. EnterpriseDB Corporation's
  • 5. Lumen Technologies, Inc.
  • 6. Microsoft Corporation
  • 7. MongoDB, Inc.
  • 8. Neo4j, Inc.
  • 9. Oracle Corporation
  • 10. Rackspace Technology, Inc.
  • 11. Redis Ltd.
  • 12. SAP SE
  • 13. Teradata Corporation
  • 14. The International Business Machines Corporation
  • 15. TigerGraph, Inc.
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