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市场调查报告书
商品编码
1717238

2025年ModelOps全球市场报告

ModelOps Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

预计未来几年 ModelOps 市场规模将呈指数级增长。到 2029 年，这一数字将成长至 328 亿美元，年复合成长率（CAGR）为 42.2%。预测期内预计的成长是由于云端处理的日益普及、对资料安全和隐私的日益关注、通讯产业的扩张、资料产生的增加以及中小企业的成长。这段时期的主要趋势包括物联网 (IoT) 设备的整合、自我最佳化和自适应模型的开发、无程式码/低程式码 ModelOps 平台的兴起、ModelOps 解决方案的演变以及持续的技术创新。

预计通讯业的成长将显着推动 ModelOps 市场的扩张。电信业者提供基础设施和服务，促进透过有线和无线网路传输资料、语音和视讯。由于 5G 技术的推出、云端运算和边缘运算的兴起、改善农村连通性的努力以及正在进行的数位转型等因素，该行业正在成长。 ModelOps 透过自动部署和管理人工智慧模型、提高网路效能和改善客户体验，在通讯领域发挥关键作用。例如，根据德国电信2023年年度报告，预计2023年全球通讯服务收入将年增与前一年同期比较%。在欧洲，每用户每月平均行动数据消费量较去年同期成长23%，达到16GB。通讯业的扩张正在推动 ModelOps 市场的成长。

ModelOps 市场的主要企业正专注于开发创新解决方案。例如，透过提供对选定演算法的自助访问，使用者无需大量程式设计知识即可管理模型。自助服务存取使资料科学家和开发人员等使用者能够部署、管理和监控自己的机器学习模型，从而减少对 IT 团队的依赖。例如，美国软体开发公司 TIBCO Software Inc. 于 2022 年 7 月宣布推出 TIBCO ModelOps，这是一项旨在改善跨组织 AI 模型部署和管理的解决方案。该平台利用资料科学、视觉化和商业智慧的专业知识来解决演算法透明度、偏见缓解和与业务应用程式整合等关键挑战，从而加速人工智慧的采用。它支援所有模型格式，并支援跨云端和本地环境的无缝部署和全面管治。该解决方案提供了更高的扩充性和控制力，使公司能够有效地管理数千个模型。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 - 市场 - 宏观经济情境 宏观经济情境包括利率、通膨、地缘政治以及感染疾病和復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球 ModelOps PESTEL 分析（政治、社会、技术、环境、法律因素、驱动因素和限制因素）
  • 最终用途产业分析
  • 全球 ModelOps 市场：成长率分析
  • 全球 ModelOps 市场表现：规模与成长，2019-2024 年
  • 全球 ModelOps 市场预测：规模与成长，2024-2029 年，2034 年
  • 全球 ModelOps 总可寻址市场 (TAM)

第六章市场区隔

  • 全球 ModelOps 市场（按模型类型、性能和预测），2019-2024 年、2024-2029 年、2034 年
  • 机器学习 (ML) 模型
  • 基于图的模型
  • 规则和启发式模型
  • 语言模型
  • 基于代理的模型
  • 带上自己的模型
  • 其他模型类型
  • 全球 ModelOps 市场（按产品、性能和预测），2019-2024 年、2024-2029 年、2034 年
  • 平台
  • 部署模式
  • 服务
  • 全球 ModelOps 市场应用、效能及预测（2019-2024、2024-2029、2034）
  • 持续整合和持续配置
  • 大量评分
  • 管治,风险与合规
  • 平行化与分散式计算
  • 监控和警报
  • 仪表板和报告
  • 模型生命週期管理
  • 其他用途
  • 全球 ModelOps 市场依产业垂直划分、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 银行、金融服务和保险
  • 零售与电子商务
  • 医疗保健和生命科学
  • 通讯
  • 资讯科技（IT）与资讯科技支援服务（ITeS）
  • 能源和公共产业
  • 製造业
  • 运输/物流
  • 政府和国防
  • 其他行业
  • 全球 ModelOps 市场、机器学习 (ML) 模型细分（按类型）、效能和预测，2019-2024 年、2024-2029 年、2034 年
  • 监督学习模型
  • 无监督学习模型
  • 强化学习模型
  • 深度学习模型
  • 全球 ModelOps 市场、基于图形的模型细分（按类型）、性能和预测，2019-2024 年、2024-2029 年、2034 年
  • 知识图谱
  • 图神经网路（GNN）
  • 社会网络分析模型
  • 推荐系​​统模型
  • 全球 ModelOps 市场、规则模型和启发式模型细分（按类型）、表现和预测，2019-2024 年、2024-2029 年、2034 年
  • 决定架构模型
  • 专家系统
  • 工作流程自动化模型
  • 业务规则引擎
  • 全球 ModelOps 市场、语言模型细分（按类型）、效能和预测，2019-2024 年、2024-2029 年、2034 年
  • 自然语言处理 (NLP) 模型
  • 情绪分析模型
  • 文字分类模型
  • 语音辨识模型
  • 全球 ModelOps 市场、基于代理的模型细分（按类型）、性能和预测，2019-2024 年、2024-2029 年、2034 年
  • 多智能体模拟模型
  • 行为模型
  • 自治系统模型
  • 博弈论模型
  • 全球 ModelOps 市场，自备模型细分（按类型），性能和预测，2019-2024 年、2024-2029 年、2034 年
  • 客製化和独特的模型
  • 来自第三方来源的预训练模型
  • 开放原始码模型
  • 特定供应商的自适应模型
  • 全球 ModelOps 市场、其他模型类型细分、按类型、实际和预测，2019-2024 年、2024-2029 年、2034 年
  • 预测分析模型
  • 机率模型
  • 最佳化模型
  • 混合模式（两种或两种以上类型的组合）

第七章 区域和国家分析

  • 全球 ModelOps 市场：按地区、绩效及预测，2019-2024 年、2024-2029 年、2034 年
  • 全球 ModelOps 市场：按国家/地区、业绩及预测，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章竞争格局与公司概况

  • ModelOps 市场：竞争格局
  • ModelOps 市场：公司简介
    • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis
    • Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
    • SAS Institute Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Teradata Corporation Overview, Products and Services, Strategy and Financial Analysis

第31章 其他大型创新企业

  • 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

第 32 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第 35 章 高市场潜力国家、细分市场与策略

  • 2029 年 ModelOps 市场：一个提供新机会的国家
  • 2029 年 ModelOps 市场：细分市场带来新机会
  • ModelOps 市场 2029：成长策略
    • 基于市场趋势的策略
    • 竞争对手的策略

第36章 附录

简介目录
Product Code: r33816

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

The main types of ModelOps include 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 are algorithms that enable computers to learn from data and make predictions or decisions without explicit programming. ModelOps solutions 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, and model lifecycle management. These solutions serve a wide range of industries, including banking, financial services, and insurance, retail and e-commerce, healthcare and life sciences, telecommunications, IT and IT-enabled services (ITeS), energy and utilities, manufacturing, transportation and logistics, government and defense, and more.

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

The modelops market size has grown exponentially in recent years. It will grow from $5.62 billion in 2024 to $8.01 billion in 2025 at a compound annual growth rate (CAGR) of 42.5%. The growth observed during the historic period can be attributed to the growing adoption of machine learning, the rapid expansion of big data, the increasing demand for real-time or near-real-time decision-making, rising automation, and a heightened 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 $32.8 billion in 2029 at a compound annual growth rate (CAGR) of 42.2%. The growth projected for the forecast period can be attributed to the increasing adoption of cloud computing, growing concerns around data security and privacy, the expansion of the telecommunications industry, the rise in data generation, and the growth of small and medium-sized enterprises. Key trends during this period include the integration of Internet of Things (IoT) devices, the development of self-optimizing and adaptive models, the rise of no-code/low-code ModelOps platforms, advancements in ModelOps solutions, and continued technological innovations.

The growth of the telecommunications industry is expected to significantly drive the expansion of the ModelOps market. Telecommunications companies provide the infrastructure and services that facilitate the transmission of data, voice, and video through both wired and wireless networks. This industry is experiencing growth due to factors such as the deployment of 5G technology, the rise of cloud and edge computing, initiatives to improve rural connectivity, and ongoing digital transformation. ModelOps plays a crucial role in the telecommunications sector by automating the deployment and management of artificial intelligence models, enhancing network performance, and improving customer experiences. For example, according to Deutsche Telekom's Annual Report 2023, global telecommunications service revenue grew by 3.3% year-on-year in 2023. In Europe, the average monthly mobile data consumption per user increased by 23% from the previous year, reaching 16 GB. This expansion in the telecommunications industry is helping to drive the growth of the ModelOps market.

Leading companies in the ModelOps market are focusing on developing innovative solutions, such as providing self-service access to select algorithms, which allows users to manage models without needing extensive programming knowledge. Self-service access empowers users such as data scientists and developers to independently deploy, manage, and monitor machine learning models, reducing reliance on IT teams. For example, in July 2022, TIBCO Software Inc., a US-based software development company, launched TIBCO ModelOps, a solution designed to improve the deployment and management of AI models across organizations. This platform accelerates AI deployment by leveraging expertise in data science, visualization, and business intelligence, addressing key challenges such as algorithm transparency, bias mitigation, and integration with business applications. It supports all model formats and allows seamless deployment in both cloud and on-premises environments with full governance. This solution enhances scalability and control, enabling businesses to efficiently manage thousands of models.

In January 2023, McKinsey & Company, a US-based management consulting firm, acquired Iguazio for an undisclosed amount. This acquisition aims to bolster McKinsey's data engineering and AI capabilities by integrating Iguazio's advanced data analytics platform into its consulting services. The integration allows McKinsey's clients to make more informed decisions based on real-time data insights. Iguazio, an Israel-based software development company, specializes in machine learning operations.

Major players 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.

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 modelOps report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

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

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.

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.

ModelOps Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on modelops market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for modelops ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The modelops market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered: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)
  • Companies Mentioned:Microsoft Corporation; International Business Machines Corporation (IBM); Oracle Corporation; SAS Institute Inc.; Teradata Corporation
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. ModelOps Market Characteristics

3. ModelOps Market Trends And Strategies

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

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