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ModelOps Market by Platform Type, Services, Model Type, Organization Size, Deployment Mode, Verticals - Global Forecast 2025-2030- Product Image
ModelOps Market by Platform Type, Services, Model Type, Organization Size, Deployment Mode, Verticals - Global Forecast 2025-2030- Product Image
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ModelOps Market by Platform Type, Services, Model Type, Organization Size, Deployment Mode, Verticals - Global Forecast 2025-2030

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  • 188 Pages
  • October 2024
  • Region: Global
  • 360iResearch™
  • ID: 6013688
UP TO OFF until Dec 31st 2024
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The ModelOps Market grew from USD 25.40 billion in 2023 to USD 28.76 billion in 2024. It is expected to continue growing at a CAGR of 14.45%, reaching USD 65.36 billion by 2030.

ModelOps, or Model Operations, is an integral component focused on automating, managing, and governing machine learning models in production. It enhances efficiency by ensuring that models are deployed, monitored, and maintained at scale, addressing essential needs in various industries like finance, healthcare, and retail. The necessity of ModelOps lies in its ability to streamline the deployment of AI models, ensuring they perform accurately and efficiently, thus reducing time-to-market and improving ROI. Its application spans from predictive analytics to fraud detection, where real-time model updates are crucial. This broad end-use scope underpins its critical role in scaling AI across enterprise environments.

The market for ModelOps is witnessing significant growth, fueled by increased AI adoption and the surge in big data analytics. Key influencing factors include advancements in cloud technologies, rising demand for automation, and the need for risk mitigation in AI deployments. Latest opportunities arise from industries like banking, where regulatory compliance and data security are imperative. Companies can capitalize on these by integrating stronger governance features and real-time monitoring. However, market growth is hampered by challenges such as high initial implementation costs and a shortage of skilled personnel capable of managing complex AI systems.

Innovation is ripe in automating model lifecycle management and enhancing model interpretability, which can demystify AI operations for stakeholders. The best areas for innovation and research include developing low-code/no-code platforms that democratize access to AI technologies, and focusing on improving explainability, which builds trust in AI systems for decision-makers. Despite its challenges, the ModelOps market presents a promising landscape for growth with opportunities in improving operational efficiencies and fostering robust AI practices across sectors. Companies targeting this market should invest in addressing scalability and interoperability issues, which remain critical in realizing the full potential of ModelOps solutions in the evolving AI ecosystem.

Understanding Market Dynamics in the ModelOps Market

The ModelOps Market is rapidly evolving, shaped by dynamic supply and demand trends. These insights provide companies with actionable intelligence to drive investments, develop strategies, and seize emerging opportunities. A comprehensive understanding of market dynamics also helps organizations mitigate political, geographical, technical, social, and economic risks while offering a clearer view of consumer behavior and its effects on manufacturing costs and purchasing decisions.
  • Market Drivers
    • Shift towards cloud-native solutions and infrastructure for scalable model operations
    • Rising focus on model interpretability and transparency to ensure compliance with regulatory standards
    • Proliferation of business use cases requiring real-time analytics and model updates
    • Increased collaboration between data science and IT operations teams to streamline model lifecycle management
  • Market Restraints
    • High initial setup and operational costs for modelops deployment and infrastructure maintenance
    • Data privacy and security concerns associated with integrating and managing sensitive data in modelops systems
  • Market Opportunities
    • Leveraging advanced ModelOps for cross-industry AI and machine learning optimization
    • Integrating ModelOps with big data analytics for real-time decision-making capabilities
    • Enhancing ModelOps frameworks for robust and scalable AI-driven business solutions
  • Market Challenges
    • Integrating ModelOps with existing data pipelines and workflows while minimizing disruption to business operations
    • Maintaining and updating models in production to adapt to rapidly changing data and business conditions

Exploring Porter’s Five Forces for the ModelOps Market

Porter’s Five Forces framework further strengthens the insights of the ModelOps Market, delivering a clear and effective methodology for understanding the competitive landscape. This tool enables companies to evaluate their current competitive standing and explore strategic repositioning by assessing businesses’ power dynamics and market positioning. It is also instrumental in determining the profitability of new ventures, helping companies leverage their strengths, address weaknesses, and avoid potential pitfalls.

Applying PESTLE Analysis to the ModelOps Market

External macro-environmental factors deeply influence the performance of the ModelOps Market, and the PESTLE analysis provides a comprehensive framework for understanding these influences. By examining Political, Economic, Social, Technological, Legal, and Environmental elements, this analysis offers organizations critical insights into potential opportunities and risks. It also helps businesses anticipate changes in regulations, consumer behavior, and economic trends, enabling them to make informed, forward-looking decisions.

Analyzing Market Share in the ModelOps Market

The ModelOps Market share analysis evaluates vendor performance. This analysis provides a clear view of each vendor’s standing in the competitive landscape by comparing key metrics such as revenue, customer base, and other critical factors. Additionally, it highlights market concentration, fragmentation, and trends in consolidation, empowering vendors to make strategic decisions that enhance their market position.

Evaluating Vendor Success with the FPNV Positioning Matrix in the ModelOps Market

The ModelOps Market FPNV Positioning Matrix is crucial in evaluating vendors based on business strategy and product satisfaction levels. By segmenting vendors into four quadrants - Forefront (F), Pathfinder (P), Niche (N), and Vital (V) - this matrix helps users make well-informed decisions that best align with their unique needs and objectives in the market.

Strategic Recommendations for Success in the ModelOps Market

The ModelOps Market strategic analysis is essential for organizations aiming to strengthen their position in the global market. A comprehensive review of resources, capabilities, and performance helps businesses identify opportunities for improvement and growth. This approach empowers companies to navigate challenges in the increasingly competitive landscape, ensuring they capitalize on new opportunities and align with long-term success.

Key Company Profiles

The report delves into recent significant developments in the ModelOps Market, highlighting leading vendors and their innovative profiles. These include Alteryx, Inc., Amazon Web Services, Inc., Anaconda, Inc., Cloudera, Inc., Databricks, Inc., DataRobot, Inc., Domino Data Lab, Inc., Fair, Isaac and Company, Google LLC by Alphabet Inc., H2O.ai, Inc., Iguazio Ltd., International Business Machines Corporation, ltair Engineering Inc., Microsoft Corporation, Oracle Corporation, Paperspace, Co., SAS Institute Inc., Seldon Technologies Limited, TIBCO Software Inc., and Valohai.

Market Segmentation & Coverage

This research report categorizes the ModelOps Market to forecast the revenues and analyze trends in each of the following sub-markets:
  • Platform Type
    • Automated Machine Learning (AutoML) Platforms
    • Development & Experimentation Platforms
    • Model Explainability & Interpretability Tools
    • Monitoring & Observability Tools
    • Performance Tracking & Management Platforms
    • Serving & Deployment Tools
  • Services
    • Consulting Services
    • Deployment & Integration
    • System & Maintenance
  • Model Type
    • Agent-Based Models
    • Bring Your Own Models
    • Graph-Based Models
    • Linguistic Models
    • ML Models
    • Rule & Heuristic Models
  • Organization Size
    • large enterprises
    • small and medium-sized enterprises (SMEs)
  • Deployment Mode
    • Cloud
    • On-Premises
  • Verticals
    • Banking, Financial Services & Insurance
    • Energy & Utilities
    • Government & Defense
    • Healthcare & Life sciences
    • Information Technology & Telecommunications
    • Manufacturing
    • Retail & eCommerce
    • Transportation & Logistics
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report provides a detailed overview of the market, exploring several key areas:

  1. Market Penetration: A thorough examination of the current market landscape, featuring comprehensive data from leading industry players and analyzing their reach and influence across the market.
  2. Market Development: The report identifies significant growth opportunities in emerging markets and assesses expansion potential within established segments, providing a roadmap for future development.
  3. Market Diversification: In-depth coverage of recent product launches, untapped geographic regions, significant industry developments, and strategic investments reshaping the market landscape.
  4. Competitive Assessment & Intelligence: A detailed analysis of the competitive landscape, covering market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, technological advancements, and innovations in manufacturing by key market players.
  5. Product Development & Innovation: Insight into groundbreaking technologies, R&D efforts, and product innovations that will drive the market in future.

Additionally, the report addresses key questions to assist stakeholders in making informed decisions:

  1. What is the current size of the market, and how is it expected to grow?
  2. Which products, segments, and regions present the most attractive investment opportunities?
  3. What are the prevailing technology trends and regulatory factors influencing the market?
  4. How do top vendors rank regarding market share and competitive positioning?
  5. What revenue sources and strategic opportunities guide vendors' market entry or exit decisions?

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. Shift towards cloud-native solutions and infrastructure for scalable model operations
5.1.1.2. Rising focus on model interpretability and transparency to ensure compliance with regulatory standards
5.1.1.3. Proliferation of business use cases requiring real-time analytics and model updates
5.1.1.4. Increased collaboration between data science and IT operations teams to streamline model lifecycle management
5.1.2. Restraints
5.1.2.1. High initial setup and operational costs for modelops deployment and infrastructure maintenance
5.1.2.2. Data privacy and security concerns associated with integrating and managing sensitive data in modelops systems
5.1.3. Opportunities
5.1.3.1. Leveraging advanced ModelOps for cross-industry AI and machine learning optimization
5.1.3.2. Integrating ModelOps with big data analytics for real-time decision-making capabilities
5.1.3.3. Enhancing ModelOps frameworks for robust and scalable AI-driven business solutions
5.1.4. Challenges
5.1.4.1. Integrating ModelOps with existing data pipelines and workflows while minimizing disruption to business operations
5.1.4.2. Maintaining and updating models in production to adapt to rapidly changing data and business conditions
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. ModelOps Market, by Platform Type
6.1. Introduction
6.2. Automated Machine Learning (AutoML) Platforms
6.3. Development & Experimentation Platforms
6.4. Model Explainability & Interpretability Tools
6.5. Monitoring & Observability Tools
6.6. Performance Tracking & Management Platforms
6.7. Serving & Deployment Tools

7. ModelOps Market, by Services
7.1. Introduction
7.2. Consulting Services
7.3. Deployment & Integration
7.4. System & Maintenance

8. ModelOps Market, by Model Type
8.1. Introduction
8.2. Agent-Based Models
8.3. Bring Your Own Models
8.4. Graph-Based Models
8.5. Linguistic Models
8.6. ML Models
8.7. Rule & Heuristic Models

9. ModelOps Market, by Organization Size
9.1. Introduction
9.2. large enterprises
9.3. small and medium-sized enterprises (SMEs)

10. ModelOps Market, by Deployment Mode
10.1. Introduction
10.2. Cloud
10.3. On-Premises

11. ModelOps Market, by Verticals
11.1. Introduction
11.2. Banking, Financial Services & Insurance
11.3. Energy & Utilities
11.4. Government & Defense
11.5. Healthcare & Life sciences
11.6. Information Technology & Telecommunications
11.7. Manufacturing
11.8. Retail & eCommerce
11.9. Transportation & Logistics

12. Americas ModelOps Market
12.1. Introduction
12.2. Argentina
12.3. Brazil
12.4. Canada
12.5. Mexico
12.6. United States

13. Asia-Pacific ModelOps Market
13.1. Introduction
13.2. Australia
13.3. China
13.4. India
13.5. Indonesia
13.6. Japan
13.7. Malaysia
13.8. Philippines
13.9. Singapore
13.10. South Korea
13.11. Taiwan
13.12. Thailand
13.13. Vietnam

14. Europe, Middle East & Africa ModelOps Market
14.1. Introduction
14.2. Denmark
14.3. Egypt
14.4. Finland
14.5. France
14.6. Germany
14.7. Israel
14.8. Italy
14.9. Netherlands
14.10. Nigeria
14.11. Norway
14.12. Poland
14.13. Qatar
14.14. Russia
14.15. Saudi Arabia
14.16. South Africa
14.17. Spain
14.18. Sweden
14.19. Switzerland
14.20. Turkey
14.21. United Arab Emirates
14.22. United Kingdom

15. Competitive Landscape
15.1. Market Share Analysis, 2023
15.2. FPNV Positioning Matrix, 2023
15.3. Competitive Scenario Analysis
15.4. Strategy Analysis & Recommendation


List of Figures
FIGURE 1. MODELOPS MARKET RESEARCH PROCESS
FIGURE 2. MODELOPS MARKET SIZE, 2023 VS 2030
FIGURE 3. GLOBAL MODELOPS MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 4. GLOBAL MODELOPS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2023 VS 2030 (%)
FIGURE 7. GLOBAL MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 8. GLOBAL MODELOPS MARKET SIZE, BY SERVICES, 2023 VS 2030 (%)
FIGURE 9. GLOBAL MODELOPS MARKET SIZE, BY SERVICES, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 10. GLOBAL MODELOPS MARKET SIZE, BY MODEL TYPE, 2023 VS 2030 (%)
FIGURE 11. GLOBAL MODELOPS MARKET SIZE, BY MODEL TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 12. GLOBAL MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
FIGURE 13. GLOBAL MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 14. GLOBAL MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2030 (%)
FIGURE 15. GLOBAL MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 16. GLOBAL MODELOPS MARKET SIZE, BY VERTICALS, 2023 VS 2030 (%)
FIGURE 17. GLOBAL MODELOPS MARKET SIZE, BY VERTICALS, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 18. AMERICAS MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 19. AMERICAS MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 20. UNITED STATES MODELOPS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 21. UNITED STATES MODELOPS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 22. ASIA-PACIFIC MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 23. ASIA-PACIFIC MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 24. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 25. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 26. MODELOPS MARKET SHARE, BY KEY PLAYER, 2023
FIGURE 27. MODELOPS MARKET, FPNV POSITIONING MATRIX, 2023


List of Tables
TABLE 1. MODELOPS MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
TABLE 3. GLOBAL MODELOPS MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL MODELOPS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL MODELOPS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. MODELOPS MARKET DYNAMICS
TABLE 7. GLOBAL MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL MODELOPS MARKET SIZE, BY AUTOMATED MACHINE LEARNING (AUTOML) PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL MODELOPS MARKET SIZE, BY DEVELOPMENT & EXPERIMENTATION PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL MODELOPS MARKET SIZE, BY MODEL EXPLAINABILITY & INTERPRETABILITY TOOLS, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL MODELOPS MARKET SIZE, BY MONITORING & OBSERVABILITY TOOLS, BY REGION, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL MODELOPS MARKET SIZE, BY PERFORMANCE TRACKING & MANAGEMENT PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL MODELOPS MARKET SIZE, BY SERVING & DEPLOYMENT TOOLS, BY REGION, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL MODELOPS MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL MODELOPS MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL MODELOPS MARKET SIZE, BY SYSTEM & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL MODELOPS MARKET SIZE, BY AGENT-BASED MODELS, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL MODELOPS MARKET SIZE, BY BRING YOUR OWN MODELS, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL MODELOPS MARKET SIZE, BY GRAPH-BASED MODELS, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL MODELOPS MARKET SIZE, BY LINGUISTIC MODELS, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. GLOBAL MODELOPS MARKET SIZE, BY ML MODELS, BY REGION, 2018-2030 (USD MILLION)
TABLE 24. GLOBAL MODELOPS MARKET SIZE, BY RULE & HEURISTIC MODELS, BY REGION, 2018-2030 (USD MILLION)
TABLE 25. GLOBAL MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 26. GLOBAL MODELOPS MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
TABLE 27. GLOBAL MODELOPS MARKET SIZE, BY SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), BY REGION, 2018-2030 (USD MILLION)
TABLE 28. GLOBAL MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 29. GLOBAL MODELOPS MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 30. GLOBAL MODELOPS MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
TABLE 31. GLOBAL MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 32. GLOBAL MODELOPS MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 33. GLOBAL MODELOPS MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
TABLE 34. GLOBAL MODELOPS MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
TABLE 35. GLOBAL MODELOPS MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
TABLE 36. GLOBAL MODELOPS MARKET SIZE, BY INFORMATION TECHNOLOGY & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
TABLE 37. GLOBAL MODELOPS MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
TABLE 38. GLOBAL MODELOPS MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 39. GLOBAL MODELOPS MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 40. AMERICAS MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 41. AMERICAS MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 42. AMERICAS MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 43. AMERICAS MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 44. AMERICAS MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 45. AMERICAS MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 46. AMERICAS MODELOPS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 47. ARGENTINA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 48. ARGENTINA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 49. ARGENTINA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 50. ARGENTINA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 51. ARGENTINA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 52. ARGENTINA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 53. BRAZIL MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 54. BRAZIL MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 55. BRAZIL MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 56. BRAZIL MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 57. BRAZIL MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 58. BRAZIL MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 59. CANADA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 60. CANADA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 61. CANADA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 62. CANADA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 63. CANADA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 64. CANADA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 65. MEXICO MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 66. MEXICO MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 67. MEXICO MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 68. MEXICO MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 69. MEXICO MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 70. MEXICO MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 71. UNITED STATES MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 72. UNITED STATES MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 73. UNITED STATES MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 74. UNITED STATES MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 75. UNITED STATES MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 76. UNITED STATES MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 77. UNITED STATES MODELOPS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 78. ASIA-PACIFIC MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 79. ASIA-PACIFIC MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 80. ASIA-PACIFIC MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 81. ASIA-PACIFIC MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 82. ASIA-PACIFIC MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 83. ASIA-PACIFIC MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 84. ASIA-PACIFIC MODELOPS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 85. AUSTRALIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 86. AUSTRALIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 87. AUSTRALIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 88. AUSTRALIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 89. AUSTRALIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 90. AUSTRALIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 91. CHINA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 92. CHINA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 93. CHINA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 94. CHINA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 95. CHINA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 96. CHINA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 97. INDIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 98. INDIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 99. INDIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 100. INDIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 101. INDIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 102. INDIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 103. INDONESIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 104. INDONESIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 105. INDONESIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 106. INDONESIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 107. INDONESIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 108. INDONESIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 109. JAPAN MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 110. JAPAN MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 111. JAPAN MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 112. JAPAN MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 113. JAPAN MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 114. JAPAN MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 115. MALAYSIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 116. MALAYSIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 117. MALAYSIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 118. MALAYSIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 119. MALAYSIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 120. MALAYSIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 121. PHILIPPINES MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 122. PHILIPPINES MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 123. PHILIPPINES MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 124. PHILIPPINES MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 125. PHILIPPINES MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 126. PHILIPPINES MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 127. SINGAPORE MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 128. SINGAPORE MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 129. SINGAPORE MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 130. SINGAPORE MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 131. SINGAPORE MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 132. SINGAPORE MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 133. SOUTH KOREA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 134. SOUTH KOREA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 135. SOUTH KOREA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 136. SOUTH KOREA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 137. SOUTH KOREA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 138. SOUTH KOREA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 139. TAIWAN MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 140. TAIWAN MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 141. TAIWAN MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 142. TAIWAN MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 143. TAIWAN MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 144. TAIWAN MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 145. THAILAND MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 146. THAILAND MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 147. THAILAND MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 148. THAILAND MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 149. THAILAND MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 150. THAILAND MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 151. VIETNAM MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 152. VIETNAM MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 153. VIETNAM MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 154. VIETNAM MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 155. VIETNAM MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 156. VIETNAM MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 157. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 158. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 159. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 160. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 161. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 162. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 163. EUROPE, MIDDLE EAST & AFRICA MODELOPS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 164. DENMARK MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 165. DENMARK MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 166. DENMARK MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 167. DENMARK MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 168. DENMARK MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 169. DENMARK MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 170. EGYPT MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 171. EGYPT MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 172. EGYPT MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 173. EGYPT MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 174. EGYPT MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 175. EGYPT MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 176. FINLAND MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 177. FINLAND MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 178. FINLAND MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 179. FINLAND MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 180. FINLAND MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 181. FINLAND MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 182. FRANCE MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 183. FRANCE MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 184. FRANCE MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 185. FRANCE MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 186. FRANCE MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 187. FRANCE MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 188. GERMANY MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 189. GERMANY MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 190. GERMANY MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 191. GERMANY MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 192. GERMANY MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 193. GERMANY MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 194. ISRAEL MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 195. ISRAEL MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 196. ISRAEL MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 197. ISRAEL MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 198. ISRAEL MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 199. ISRAEL MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 200. ITALY MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 201. ITALY MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 202. ITALY MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 203. ITALY MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 204. ITALY MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 205. ITALY MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 206. NETHERLANDS MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 207. NETHERLANDS MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 208. NETHERLANDS MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 209. NETHERLANDS MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 210. NETHERLANDS MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 211. NETHERLANDS MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 212. NIGERIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 213. NIGERIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 214. NIGERIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 215. NIGERIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 216. NIGERIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 217. NIGERIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 218. NORWAY MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 219. NORWAY MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 220. NORWAY MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 221. NORWAY MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 222. NORWAY MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 223. NORWAY MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 224. POLAND MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 225. POLAND MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 226. POLAND MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 227. POLAND MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 228. POLAND MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 229. POLAND MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 230. QATAR MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 231. QATAR MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 232. QATAR MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 233. QATAR MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 234. QATAR MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 235. QATAR MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 236. RUSSIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 237. RUSSIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 238. RUSSIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 239. RUSSIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 240. RUSSIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 241. RUSSIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 242. SAUDI ARABIA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 243. SAUDI ARABIA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 244. SAUDI ARABIA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 245. SAUDI ARABIA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 246. SAUDI ARABIA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 247. SAUDI ARABIA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 248. SOUTH AFRICA MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 249. SOUTH AFRICA MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 250. SOUTH AFRICA MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 251. SOUTH AFRICA MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 252. SOUTH AFRICA MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 253. SOUTH AFRICA MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 254. SPAIN MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 255. SPAIN MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 256. SPAIN MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 257. SPAIN MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 258. SPAIN MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 259. SPAIN MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 260. SWEDEN MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 261. SWEDEN MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 262. SWEDEN MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 263. SWEDEN MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 264. SWEDEN MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 265. SWEDEN MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 266. SWITZERLAND MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 267. SWITZERLAND MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 268. SWITZERLAND MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 269. SWITZERLAND MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 270. SWITZERLAND MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 271. SWITZERLAND MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 272. TURKEY MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 273. TURKEY MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 274. TURKEY MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 275. TURKEY MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 276. TURKEY MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 277. TURKEY MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 278. UNITED ARAB EMIRATES MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 279. UNITED ARAB EMIRATES MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 280. UNITED ARAB EMIRATES MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 281. UNITED ARAB EMIRATES MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 282. UNITED ARAB EMIRATES MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 283. UNITED ARAB EMIRATES MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 284. UNITED KINGDOM MODELOPS MARKET SIZE, BY PLATFORM TYPE, 2018-2030 (USD MILLION)
TABLE 285. UNITED KINGDOM MODELOPS MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 286. UNITED KINGDOM MODELOPS MARKET SIZE, BY MODEL TYPE, 2018-2030 (USD MILLION)
TABLE 287. UNITED KINGDOM MODELOPS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 288. UNITED KINGDOM MODELOPS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 289. UNITED KINGDOM MODELOPS MARKET SIZE, BY VERTICALS, 2018-2030 (USD MILLION)
TABLE 290. MODELOPS MARKET SHARE, BY KEY PLAYER, 2023
TABLE 291. MODELOPS MARKET, FPNV POSITIONING MATRIX, 2023

Companies Mentioned

The leading players in the ModelOps market, which are profiled in this report, include:
  • Alteryx, Inc.
  • Amazon Web Services, Inc.
  • Anaconda, Inc.
  • Cloudera, Inc.
  • Databricks, Inc.
  • DataRobot, Inc.
  • Domino Data Lab, Inc.
  • Fair, Isaac and Company
  • Google LLC by Alphabet Inc.
  • H2O.ai, Inc.
  • Iguazio Ltd.
  • International Business Machines Corporation
  • ltair Engineering Inc.
  • Microsoft Corporation
  • Oracle Corporation
  • Paperspace, Co.
  • SAS Institute Inc.
  • Seldon Technologies Limited
  • TIBCO Software Inc.
  • Valohai

Methodology

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Table Information

Report AttributeDetails
No. of Pages188
PublishedOctober 2024
Forecast Period2024 - 2030
Estimated Market Value ( USD ) in 2024 $ 28.76 Billion
Forecasted Market Value ( USD ) by 2030 $ 65.36 Billion
Compound Annual Growth Rate14.4%
Regions CoveredGlobal
No. of Companies Mentioned21

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