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Published : December 2025

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ModelOps Global Market Report 2025

Name: ModelOps Global Market Report 2025
Brand: The Business Research Company
Price: 4490.00 USD
Availability: InStock

By Model Type (Machine Learning (ML) Models, Graph-Based Models, Rule And Heuristic Models, Linguistic Models, Agent-Based Models, Bring Your Own Models, Other Model Types), By Offering (Platforms, Deployment Mode, Services), By Application (Continuous Integration And Continuous Deployment, Batch Scoring, Governance, Risk And Compliance, Parallelization And Distributed Computing, Monitoring And Alerting, Dashboard And Reporting, Model Lifecycle Management, Other Application), By Verticals (Banking, Financial Services And Insurance, Retail And E-Commerce, Healthcare And Life Sciences) – Impact of Tariff and Trade War on Market Size, Growth, Trends, and Forecast 2025–2034

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report’s Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

ModelOps Market Overview

• ModelOps market size has reached to $5.62 billion in 2024

• Expected to grow to $32.18 billion in 2029 at a compound annual growth rate (CAGR) of 41.7%

• Growth Driver: Telecommunications Industry Propel Growth Of The Modelops Market

• Market Trend: Self-Service ModelOps Solutions Streamline Artificial Intelligence Deployment And Management

• North America was the largest region in 2024 and Asia-Pacific is the fastest growing region.

What Is Covered Under ModelOps Market?

ModelOps (Model Operations) refers to the end-to-end management, deployment, monitoring, and governance of machine learning models in production. It focuses on automating and streamlining the lifecycle of models, from development to scaling and retraining. ModelOps ensures model performance, compliance, and reliability in business operations.

The main types of modelops are machine learning (ML) models, graph-based models, rule and heuristic models, linguistic models, agent-based models, bring your own models, and others. Machine learning (ML) models refer to algorithms that enable computers to learn from and make predictions or decisions based on data without explicit programming. ModelOps offerings include platforms, deployment modes, and services for various applications, such as continuous integration and continuous deployment, batch scoring, governance, risk and compliance, parallelization and distributed computing, monitoring and alerting, dashboard and reporting, model lifecycle management, and others These solutions cater to various verticals, including banking, financial services and insurance, retail and e-commerce, healthcare and life sciences, telecommunications, information technology (IT) and information technology-enabled services (ITeS), energy and utilities, manufacturing, transportation and logistics, government and defense, and others.

ModelOps Market Size and growth rate 2025 to 2029: Graph

What Is The ModelOps Market Size 2025 And Growth Rate?

What Is The ModelOps Market Growth Forecast?

The modelops market size is expected to see exponential growth in the next few years. It will grow to $32.18 billion in 2029 at a compound annual growth rate (CAGR) of 41.7%. The growth in the forecast period can be attributed to rising cloud computing adoption, increasing focus on data security and privacy concerns, rising growth in the telecommunications industry, growth in data generation, and growth of small and medium-sized enterprise. Major trends in the forecast period include integrating internet of things (IoT) devices, self-optimizing and adaptive models, and no-code/low-code modelops platforms, Advancements In Modelops Solutions, and technological advancements.

The forecast of 41.7% growth over the next five years reflects a modest reduction of 0.5% from the previous estimate for this market. This reduction is primarily due to the impact of tariffs between the US and other countries. Tariff enforcement is expected to hinder the U.S. through rising costs of AI infrastructure components like GPUs and accelerators, often imported from Taiwan and South Korea, potentially slowing ModelOps deployment and lifecycle management. The effect will also be felt more widely due to reciprocal tariffs and the negative effect on the global economy and trade due to increased trade tensions and restrictions.

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What’s The Trade War Impact On Information Technology Industry?

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

How Is The ModelOps Market Segmented?

1) By Model Type: Machine Learning (ML) Models, Graph-Based Models, Rule And Heuristic Models, Linguistic Models, Agent-Based Models, Bring Your Own Models, Other Model Types

2) By Offering: Platforms, Deployment Mode, Services

3) By Application: Continuous Integration And Continuous Deployment, Batch Scoring, Governance, Risk And Compliance, Parallelization And Distributed Computing, Monitoring And Alerting, Dashboard And Reporting, Model Lifecycle Management, Other Application

4) By Verticals: Banking, Financial Services And Insurance, Retail And E-Commerce, Healthcare And Life Sciences, Telecommunications, Information Technology (IT) And Information Technology Enabled Services (ITeS), Energy And Utilities, Manufacturing, Transportation And Logistics, Government And Defense, Other Verticals

Subsegments:

1) Machine Learning (ML) Models: Supervised Learning Models, Unsupervised Learning Models, Reinforcement Learning Models, Deep Learning Models

2) Graph-Based Models: Knowledge Graphs, Graph Neural Networks (GNNs), Social Network Analysis Models, Recommendation System Models

3) Rule And Heuristic Models: Decision Tree Models, Expert Systems, Workflow Automation Models, Business Rule Engines

4) Linguistic Models: Natural Language Processing (NLP) Models, Sentiment Analysis Models, Text Classification Models, Speech Recognition Models

5) Agent-Based Models: Multi-Agent Simulation Models, Behavioral Models, Autonomous Systems Models, Game-Theoretic Models

6) Bring Your Own Models (BYOM): Customized Proprietary Models, Pre-Trained Models from Third-Party Sources, Open-Source Models, Vendor-Specific Adaptable Models

7) Other Model Types: Predictive Analytics Models, Probabilistic Models, Optimization Models, Hybrid Models (Combination of Two or More Types)

What Is Driving The ModelOps Market? Telecommunications Industry Propel Growth Of The Modelops Market

The rising growth in the telecommunications industry is expected to propel the growth of the modelops market going forward. The telecommunications industry provides infrastructure and services for transmitting data, voice, and video through wired and wireless networks. The telecommunications industry is rising due to several reasons, including 5G deployment, cloud and edge computing, rural connectivity initiatives, and digital transformation. Modelops help the telecommunications industry by automating the deployment and management of artificial intelligence models, improving network performance, and enhancing customer experiences. For instance, in according to the Annual Report 2023 released by Deutsche Telekom, a Germany-based telecommunications company, global telecommunications service revenue increased by 3.3% year-on-year in 2023, In Europe, the average monthly mobile data consumption per user rose to 16 GB, marking a 23% annual growth. Therefore, the rising growth of the telecommunications industry is driving the growth of the modelops industry.

Who Are The Major Players In The Global ModelOps Market?

Major companies operating in the modelops market are Microsoft Corporation, International Business Machines Corporation (IBM), Oracle Corporation, SAS Institute Inc., Teradata Corporation, Alteryx Inc., TIBCO Software Inc., C3.ai Inc., Veritone Inc., Minitab LLC, H2O.ai Inc., LeewayHertz Technologies LLC, Signity Solutions, DataKitchen Inc., Xenonstack Inc., ModelOp Inc., Datatron Technologies Inc., Verta Inc., Sparkling Logic Inc., Superwise.ai

What Are The Key Trends Of The Global ModelOps Market? Self-Service ModelOps Solutions Streamline Artificial Intelligence Deployment And Management

Major companies operating in the modelops market are focusing on developing innovation, such as self-service access to select algorithms and manage models without extensive programming knowledge. Self-service access refers to enabling users, such as data scientists and developers, to independently deploy, manage, and monitor machine learning models without relying on IT teams. For instance, in July 2022, TIBCO Software Inc., a US-based software development company, launched TIBCO ModelOps designed to enhance the deployment and management of AI models across enterprises. A new ModelOps solution accelerates AI deployment by utilizing expertise in data science, visualization, and business intelligence. It addresses key challenges such as bias mitigation, algorithm transparency, and easy integration with business applications. The platform supports all model formats, enabling seamless deployment in cloud or on-premises environments with full governance. This solution enhances scalability and control, allowing businesses to manage thousands of models efficiently.

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What Are Latest Mergers And Acquisitions In The ModelOps Market? McKinsey & Company Acquires Iguazio To Boost Data Engineering And Artificial Intelligence Capabilities

In January 2023, McKinsey & Company, a US-based strategy and management consulting firm, acquired Iguazio for an undisclosed amount. This acquisition aims to strengthen McKinsey's capabilities in data engineering and artificial intelligence by integrating Iguazio's advanced data analytics platform into its consulting services, enabling clients to harness real-time data insights for more informed decision-making. Iguazio is an Israel-based software development company that focuses on machine learning operations.

What Is The Regional Outlook For The Global ModelOps Market?

North America was the largest region in the modelops market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

What Defines the ModelOps Market?

The modelOps market includes revenues earned by entities by model creation, version control, and updates. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What is the Market Assessment and Strategic Outlook for the ModelOps Industry?

The modelops market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the modelops industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.

Author : Abdul Wasay

ModelOps Market Report Forecast Analysis

Report Attribute	Details
Market Size Value In 2025	$7.97 billion
Revenue Forecast In 2034	$32.18 billion
Growth Rate	CAGR of 41.7% from 2025 to 2034
Base Year For Estimation	2024
Actual Estimates/Historical Data	2019-2024
Forecast Period	2025 - 2029 - 2034
Market Representation	Revenue in USD Billion and CAGR from 2025 to 2034
Segments Covered	The modelops market covered in this report is segmented – 1) By Model Type: Machine Learning (ML) Models, Graph-Based Models, Rule And Heuristic Models, Linguistic Models, Agent-Based Models, Bring Your Own Models, Other Model Types 2) By Offering: Platforms, Deployment Mode, Services 3) By Application: Continuous Integration And Continuous Deployment, Batch Scoring, Governance, Risk And Compliance, Parallelization And Distributed Computing, Monitoring And Alerting, Dashboard And Reporting, Model Lifecycle Management, Other Application 4) By Verticals: Banking, Financial Services And Insurance, Retail And E-Commerce, Healthcare And Life Sciences, Telecommunications, Information Technology (IT) And Information Technology Enabled Services (ITeS), Energy And Utilities, Manufacturing, Transportation And Logistics, Government And Defense, Other Verticals Subsegments: 1) Machine Learning (ML) Models: Supervised Learning Models, Unsupervised Learning Models, Reinforcement Learning Models, Deep Learning Models 2) Graph-Based Models: Knowledge Graphs, Graph Neural Networks (GNNs), Social Network Analysis Models, Recommendation System Models 3) Rule And Heuristic Models: Decision Tree Models, Expert Systems, Workflow Automation Models, Business Rule Engines 4) Linguistic Models: Natural Language Processing (NLP) Models, Sentiment Analysis Models, Text Classification Models, Speech Recognition Models 5) Agent-Based Models: Multi-Agent Simulation Models, Behavioral Models, Autonomous Systems Models, Game-Theoretic Models 6) Bring Your Own Models (BYOM): Customized Proprietary Models, Pre-Trained Models from Third-Party Sources, Open-Source Models, Vendor-Specific Adaptable Models 7) Other Model Types: Predictive Analytics Models, Probabilistic Models, Optimization Models, Hybrid Models (Combination of Two or More Types)
Regional Scope	Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa
Country Scope	The countries covered in the report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain. Additional countries that can be covered in the report are Bangladesh, Thailand, Vietnam, Malaysia, Singapore, Philippines, Hong Kong, New Zealand, Mexico, Chile, Argentina, Colombia, Peru, Austria, Belgium, Denmark, Finland, Ireland, Netherlands, Norway, Portugal, Sweden, Switzerland, Czech Republic, Poland, Romania, Ukraine, Saudi Arabia, Israel, Iran, Turkey, UAE, Egypt, Nigeria, South Africa.
Key Companies Profiled	Microsoft Corporation, International Business Machines Corporation (IBM), Oracle Corporation, SAS Institute Inc., Teradata Corporation, Alteryx Inc., TIBCO Software Inc., C3.ai Inc., Veritone Inc., Minitab LLC, H2O.ai Inc., LeewayHertz Technologies LLC, Signity Solutions, DataKitchen Inc., Xenonstack Inc., ModelOp Inc., Datatron Technologies Inc., Verta Inc., Sparkling Logic Inc., Superwise.ai
Customization Scope	Request for Sample
Pricing And Purchase Options	Explore Purchase Options

1. Executive Summary

2. ModelOps Market Characteristics

3. ModelOps Market Trends And Strategies

4. ModelOps Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global ModelOps Growth Analysis And Strategic Analysis Framework

5.1. Global ModelOps PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)

5.2. Analysis Of End Use Industries

5.3. Global ModelOps Market Growth Rate Analysis

5.4. Global ModelOps Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)

5.5. Global ModelOps Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)

5.6. Global ModelOps Total Addressable Market (TAM)

6. ModelOps Market Segmentation

6.1. Global ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Machine Learning (ML) Models

Graph-Based Models

Rule And Heuristic Models

Linguistic Models

Agent-Based Models

Bring Your Own Models

Other Model Types

6.2. Global ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Platforms

Deployment Mode

Services

6.3. Global ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Continuous Integration And Continuous Deployment

Batch Scoring

Governance, Risk And Compliance

Parallelization And Distributed Computing

Monitoring And Alerting

Dashboard And Reporting

Model Lifecycle Management

Other Application

6.4. Global ModelOps Market, Segmentation By Verticals, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Banking, Financial Services And Insurance

Retail And E-Commerce

Healthcare And Life Sciences

Telecommunications

Information Technology (IT) And Information Technology Enabled Services (ITeS)

Energy And Utilities

Manufacturing

Transportation And Logistics

Government And Defense

Other Verticals

6.5. Global ModelOps Market, Sub-Segmentation Of Machine Learning (ML) Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Supervised Learning Models

Unsupervised Learning Models

Reinforcement Learning Models

Deep Learning Models

6.6. Global ModelOps Market, Sub-Segmentation Of Graph-Based Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Knowledge Graphs

Graph Neural Networks (GNNs)

Social Network Analysis Models

Recommendation System Models

6.7. Global ModelOps Market, Sub-Segmentation Of Rule And Heuristic Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Decision Tree Models

Expert Systems

Workflow Automation Models

Business Rule Engines

6.8. Global ModelOps Market, Sub-Segmentation Of Linguistic Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Natural Language Processing (NLP) Models

Sentiment Analysis Models

Text Classification Models

Speech Recognition Models

6.9. Global ModelOps Market, Sub-Segmentation Of Agent-Based Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Multi-Agent Simulation Models

Behavioral Models

Autonomous Systems Models

Game-Theoretic Models

6.10. Global ModelOps Market, Sub-Segmentation Of Bring Your Own Models (BYOM), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Customized Proprietary Models

Pre-Trained Models from Third-Party Sources

Open-Source Models

Vendor-Specific Adaptable Models

6.11. Global ModelOps Market, Sub-Segmentation Of Other Model Types, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Predictive Analytics Models

Probabilistic Models

Optimization Models

Hybrid Models (Combination of Two or More Types)

7. ModelOps Market Regional And Country Analysis

7.1. Global ModelOps Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

7.2. Global ModelOps Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific ModelOps Market

8.1. Asia-Pacific ModelOps Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

8.2. Asia-Pacific ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.3. Asia-Pacific ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.4. Asia-Pacific ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China ModelOps Market

9.1. China ModelOps Market Overview

9.2. China ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.3. China ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.4. China ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India ModelOps Market

10.1. India ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.2. India ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.3. India ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan ModelOps Market

11.1. Japan ModelOps Market Overview

11.2. Japan ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.3. Japan ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.4. Japan ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia ModelOps Market

12.1. Australia ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.2. Australia ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.3. Australia ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia ModelOps Market

13.1. Indonesia ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.2. Indonesia ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.3. Indonesia ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea ModelOps Market

14.1. South Korea ModelOps Market Overview

14.2. South Korea ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.3. South Korea ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.4. South Korea ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe ModelOps Market

15.1. Western Europe ModelOps Market Overview

15.2. Western Europe ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.3. Western Europe ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.4. Western Europe ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK ModelOps Market

16.1. UK ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.2. UK ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.3. UK ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany ModelOps Market

17.1. Germany ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.2. Germany ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.3. Germany ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France ModelOps Market

18.1. France ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.2. France ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.3. France ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy ModelOps Market

19.1. Italy ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.2. Italy ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.3. Italy ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain ModelOps Market

20.1. Spain ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.2. Spain ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.3. Spain ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe ModelOps Market

21.1. Eastern Europe ModelOps Market Overview

21.2. Eastern Europe ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.3. Eastern Europe ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.4. Eastern Europe ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia ModelOps Market

22.1. Russia ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.2. Russia ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.3. Russia ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America ModelOps Market

23.1. North America ModelOps Market Overview

23.2. North America ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.3. North America ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.4. North America ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA ModelOps Market

24.1. USA ModelOps Market Overview

24.2. USA ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.3. USA ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.4. USA ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada ModelOps Market

25.1. Canada ModelOps Market Overview

25.2. Canada ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.3. Canada ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.4. Canada ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America ModelOps Market

26.1. South America ModelOps Market Overview

26.2. South America ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.3. South America ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.4. South America ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil ModelOps Market

27.1. Brazil ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.2. Brazil ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.3. Brazil ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East ModelOps Market

28.1. Middle East ModelOps Market Overview

28.2. Middle East ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.3. Middle East ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.4. Middle East ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa ModelOps Market

29.1. Africa ModelOps Market Overview

29.2. Africa ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.3. Africa ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.4. Africa ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. ModelOps Market Competitive Landscape And Company Profiles

30.1. ModelOps Market Competitive Landscape

30.2. ModelOps Market Company Profiles

30.2.1. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis

30.2.2. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis

30.2.3. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis

30.2.4. SAS Institute Inc. Overview, Products and Services, Strategy and Financial Analysis

30.2.5. Teradata Corporation Overview, Products and Services, Strategy and Financial Analysis

31. ModelOps Market Other Major And Innovative Companies

31.1. Alteryx Inc.

31.2. TIBCO Software Inc.

31.3. C3.ai Inc.

31.4. Veritone Inc.

31.5. Minitab LLC

31.6. H2O.ai Inc.

31.7. LeewayHertz Technologies LLC

31.8. Signity Solutions

31.9. DataKitchen Inc.

31.10. Xenonstack Inc.

31.11. ModelOp Inc.

31.12. Datatron Technologies Inc.

31.13. Verta Inc.

31.14. Sparkling Logic Inc.

31.15. Superwise.ai

32. Global ModelOps Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The ModelOps Market

34. Recent Developments In The ModelOps Market

35. ModelOps Market High Potential Countries, Segments and Strategies

35.1 ModelOps Market In 2029 - Countries Offering Most New Opportunities

35.2 ModelOps Market In 2029 - Segments Offering Most New Opportunities

35.3 ModelOps Market In 2029 - Growth Strategies

35.3.1 Market Trend Based Strategies

35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations

36.2. Currencies

36.3. Historic And Forecast Inflation Rates

36.4. Research Inquiries

36.5. The Business Research Company

36.6. Copyright And Disclaimer

List Of Tables

Table 1: Global Historic Market Growth, 2019-2024, $ Billion

Table 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion

Table 3: Global ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 4: Global ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 5: Global ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 6: Global ModelOps Market, Segmentation By Verticals, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 7: Global ModelOps Market, Sub-Segmentation Of Machine Learning (ML) Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 8: Global ModelOps Market, Sub-Segmentation Of Graph-Based Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 9: Global ModelOps Market, Sub-Segmentation Of Rule And Heuristic Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 10: Global ModelOps Market, Sub-Segmentation Of Linguistic Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 11: Global ModelOps Market, Sub-Segmentation Of Agent-Based Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 12: Global ModelOps Market, Sub-Segmentation Of Bring Your Own Models (BYOM), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 13: Global ModelOps Market, Sub-Segmentation Of Other Model Types, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 14: Global ModelOps Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 15: Global ModelOps Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 16: Asia-Pacific, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 17: Asia-Pacific, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 18: Asia-Pacific, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 19: China, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 20: China, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 21: China, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 22: India, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 23: India, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 24: India, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 25: Japan, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 26: Japan, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 27: Japan, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 28: Australia, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 29: Australia, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 30: Australia, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 31: Indonesia, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 32: Indonesia, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 33: Indonesia, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 34: South Korea, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 35: South Korea, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 36: South Korea, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 37: Western Europe, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 38: Western Europe, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 39: Western Europe, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 40: UK, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 41: UK, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 42: UK, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 43: Germany, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 44: Germany, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 45: Germany, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 46: France, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 47: France, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 48: France, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 49: Italy, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 50: Italy, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 51: Italy, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 52: Spain, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 53: Spain, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 54: Spain, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 55: Eastern Europe, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 56: Eastern Europe, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 57: Eastern Europe, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 58: Russia, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 59: Russia, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 60: Russia, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 61: North America, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 62: North America, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 63: North America, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 64: USA, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 65: USA, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 66: USA, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 67: Canada, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 68: Canada, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 69: Canada, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 70: South America, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 71: South America, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 72: South America, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 73: Brazil, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 74: Brazil, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 75: Brazil, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 76: Middle East, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 77: Middle East, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 78: Middle East, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 79: Africa, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 80: Africa, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 81: Africa, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 82: Microsoft Corporation Financial Performance

Table 83: International Business Machines Corporation (IBM) Financial Performance

Table 84: Oracle Corporation Financial Performance

Table 85: SAS Institute Inc. Financial Performance

Table 86: Teradata Corporation Financial Performance

List Of Figures

Figure 1: Global Historic Market Growth, 2019-2024, $ Billion

Figure 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion

Figure 3: Global ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 4: Global ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 5: Global ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 6: Global ModelOps Market, Segmentation By Verticals, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 7: Global ModelOps Market, Sub-Segmentation Of Machine Learning (ML) Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 8: Global ModelOps Market, Sub-Segmentation Of Graph-Based Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 9: Global ModelOps Market, Sub-Segmentation Of Rule And Heuristic Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 10: Global ModelOps Market, Sub-Segmentation Of Linguistic Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 11: Global ModelOps Market, Sub-Segmentation Of Agent-Based Models, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 12: Global ModelOps Market, Sub-Segmentation Of Bring Your Own Models (BYOM), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 13: Global ModelOps Market, Sub-Segmentation Of Other Model Types, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 14: Global ModelOps Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 15: Global ModelOps Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 16: Asia-Pacific, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 17: Asia-Pacific, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 18: Asia-Pacific, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 19: China, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 20: China, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 21: China, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 22: India, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 23: India, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 24: India, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 25: Japan, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 26: Japan, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 27: Japan, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 28: Australia, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 29: Australia, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 30: Australia, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 31: Indonesia, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 32: Indonesia, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 33: Indonesia, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 34: South Korea, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 35: South Korea, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 36: South Korea, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 37: Western Europe, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 38: Western Europe, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 39: Western Europe, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 40: UK, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 41: UK, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 42: UK, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 43: Germany, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 44: Germany, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 45: Germany, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 46: France, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 47: France, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 48: France, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 49: Italy, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 50: Italy, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 51: Italy, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 52: Spain, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 53: Spain, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 54: Spain, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 55: Eastern Europe, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 56: Eastern Europe, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 57: Eastern Europe, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 58: Russia, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 59: Russia, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 60: Russia, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 61: North America, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 62: North America, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 63: North America, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 64: USA, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 65: USA, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 66: USA, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 67: Canada, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 68: Canada, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 69: Canada, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 70: South America, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 71: South America, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 72: South America, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 73: Brazil, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 74: Brazil, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 75: Brazil, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 76: Middle East, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 77: Middle East, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 78: Middle East, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 79: Africa, ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 80: Africa, ModelOps Market, Segmentation By Offering, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 81: Africa, ModelOps Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 82: Microsoft Corporation Financial Performance

Figure 83: International Business Machines Corporation (IBM) Financial Performance

Figure 84: Oracle Corporation Financial Performance

Figure 85: SAS Institute Inc. Financial Performance

Figure 86: Teradata Corporation Financial Performance

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Frequently Asked Questions

What is the definition of the ModelOps market?

How will the ModelOps market drivers and restraints affect the market dynamics? What forces will shape the ModelOps industry going forward?

The market major growth driver - Telecommunications Industry Propel Growth Of The Modelops Market. For further insights on this market, request a sample here

What is the forecast market size or the forecast market value of the ModelOps market?

The modelops market size has grown exponentially in recent years. It will grow from $5.62 billion in 2024 to $7.97 billion in 2025 at a compound annual growth rate (CAGR) of 41.8%. The growth in the historic period can be attributed to the increasing use of machine learning, the explosion of big data, the demand for real-time or near-real-time decision-making, rising automation, and rising need for model governance and compliance. The modelops market size is expected to see exponential growth in the next few years. It will grow to $32.18 billion in 2029 at a compound annual growth rate (CAGR) of 41.7%. The growth in the forecast period can be attributed to rising cloud computing adoption, increasing focus on data security and privacy concerns, rising growth in the telecommunications industry, growth in data generation, and growth of small and medium-sized enterprise. Major trends in the forecast period include integrating internet of things (IoT) devices, self-optimizing and adaptive models, and no-code/low-code modelops platforms, Advancements In Modelops Solutions, and technological advancements. For further insights on this market, request a sample here

How is the ModelOps market segmented?

The modelopsmarket covered in this report is segmented –
1) By Model Type: Machine Learning (ML) Models, Graph-Based Models, Rule And Heuristic Models, Linguistic Models, Agent-Based Models, Bring Your Own Models, Other Model Types
2) By Offering: Platforms, Deployment Mode, Services
3) By Application: Continuous Integration And Continuous Deployment, Batch Scoring, Governance, Risk And Compliance, Parallelization And Distributed Computing, Monitoring And Alerting, Dashboard And Reporting, Model Lifecycle Management, Other Application
4) By Verticals: Banking, Financial Services And Insurance, Retail And E-Commerce, Healthcare And Life Sciences, Telecommunications, Information Technology (IT) And Information Technology Enabled Services (ITeS), Energy And Utilities, Manufacturing, Transportation And Logistics, Government And Defense, Other Verticals Subsegments:
1) Machine Learning (ML) Models: Supervised Learning Models, Unsupervised Learning Models, Reinforcement Learning Models, Deep Learning Models
2) Graph-Based Models: Knowledge Graphs, Graph Neural Networks (GNNs), Social Network Analysis Models, Recommendation System Models
3) Rule And Heuristic Models: Decision Tree Models, Expert Systems, Workflow Automation Models, Business Rule Engines
4) Linguistic Models: Natural Language Processing (NLP) Models, Sentiment Analysis Models, Text Classification Models, Speech Recognition Models
5) Agent-Based Models: Multi-Agent Simulation Models, Behavioral Models, Autonomous Systems Models, Game-Theoretic Models
6) Bring Your Own Models (BYOM): Customized Proprietary Models, Pre-Trained Models from Third-Party Sources, Open-Source Models, Vendor-Specific Adaptable Models
7) Other Model Types: Predictive Analytics Models, Probabilistic Models, Optimization Models, Hybrid Models (Combination of Two or More Types) For further insights on this market, request a sample here

Which region has the largest share of the ModelOps market? What are the other regions covered in the report?

North America was the largest region in the modelops market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the modelops market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. For further insights on this market, request a sample here.

Who are the major players in the ModelOps market?

What are the key trends in the ModelOps market?

Major trends in this market include Self-Service ModelOps Solutions Streamline Artificial Intelligence Deployment And Management. For further insights on this market, request a sample here.