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市场调查报告书
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ModelOps 市场规模、份额、趋势分析报告：按产品、部署、应用、模型、垂直产业、地区、细分市场预测，2025-2030 年

ModelOps Market Size, Share & Trends Analysis Report By Offering, By Deployment, By Application (CI/CD), By Model (ML Model, Graph-based Model), By Vertical, By Region, And Segment Forecasts, 2025 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

ModelOps 市场规模与趋势

预计 2024 年全球 ModelOps 市场规模为 56.4 亿美元，2025 年至 2030 年期间复合年增长率为 41.3%。

各行业对 AI 和 ML 的快速应用、可扩展的大规模 AI 部署、对成本效益和自动化的需求以及 AI 模型的性能监控是 ModelOps 市场的主要驱动因素。透过提供工具来侦测并修正模型漂移和缺陷，以免它们影响关键业务流程，ModelOps 可协助公司降低营运风险、确保决策一致并减轻潜在的干扰。

银行、金融服务和保险业、医疗保健等行业的严格规定要求人工智慧模型透明、可解释且合规。 ModelOps 平台描述了一个管治框架，可协助公司满足监管要求、避免代价高昂的违规并确保审核。例如，2024年12月，领先的企业AI管治软体供应商ModelOp宣布全年平台使用量大幅成长。新客户的加入推动了这一成长、生成式人工智慧的采用以及对公司人工智慧产品组合智慧和管治解决方案的需求增加。该公司连续第二年实现强劲持续的成长，尤其是在医疗保健、金融服务和消费包装商品（CPG）领域。

ModelOps 正在提高公司将 AI 模型从开发转移到生产的速度。加快产品上市时间使企业能够快速利用人工智慧主导的洞察力并灵活地回应市场变化和客户需求。为了确保持续的商业价值，ModelOps 持续监控模型的效能、漂移和偏差。这种主动方法可防止因模型表现不佳而造成的收益损失，并确保人工智慧主导决策的一致性和准确性。自动部署、监控和再训练 AI/ML 模型可减少人工干预的需要，从而大幅节省成本。对企业来说，这意味着优化资源，同时维持高品质的AI营运。

随着各领域的企业越来越多地采用人工智慧 (AI) 和机器学习 (ML) 来获得竞争优势，采用 ModelOps 解决方案来简化部署和管理的需求变得至关重要。高效运行AI模型是确保更快获得投资收益（ROI）的首要任务。随着企业扩大其 AI倡议并部署大量模型，ModelOps 使他们能够有效地扩展和管理这些模型，确保在不同环境中的一致性能，并降低营运成本。

目录

第一章调查方法与范围

第 2 章执行摘要

第 3 章 ModelOps 市场变数、趋势与范围

  • 市场介绍/电网展望
  • 市场规模和成长前景
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 行业机会
    • 产业挑战
  • ModelOps 市场分析工具
    • 波特的分析
    • PESTEL 分析

第 4 章 ModelOps 市场：按产品进行估计和趋势分析

  • 细分仪表板
  • ModelOps 市场：2024 年与 2030 年产品变化分析
  • 平台
  • 服务

第 5 章 ModelOps 市场：按部署、估计和趋势分析

  • 细分仪表板
  • ModelOps 市场：2024 年和 2030 年部署趋势分析
  • 云
  • 本地

第 6 章：ModelOps 市场：按模型进行的估计和趋势分析

  • 细分仪表板
  • ModelOps 市场：2024 年和 2030 年模型变化分析
  • 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
  • 其他的

第 7 章：ModelOps 市场：按应用的估计和趋势分析

  • 细分仪表板
  • ModelOps 市场：2024 年和 2030 年应用趋势分析
  • 持续整合/持续部署
  • 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
  • 其他的

第 8 章：ModelOps 市场：按垂直产业进行的估计和趋势分析

  • 细分仪表板
  • ModelOps 市场：2024 年和 2030 年产业趋势分析
  • BFSI
  • 零售与电子商务
  • 医疗保健和生命科学
  • 资讯科技和通讯
  • 能源公共产业
  • 製造业
  • 运输和物流
  • 其他的

第 9 章 ModelOps 市场：区域、估计与趋势分析

  • 2024 年及 2030 年 ModelOps市场占有率（按地区）
  • 北美洲
    • 按产品分类，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按车型，2017-2030
    • 按行业划分，2017-2030 年
    • 按应用分类，2017-2030 年
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 按产品分类，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按车型，2017-2030
    • 按行业划分，2017-2030 年
    • 按应用分类，2017-2030 年
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 依产品分类，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按车型，2017-2030
    • 按行业划分，2017-2030 年
    • 按应用分类，2017-2030 年
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 依产品分类，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按车型，2017-2030
    • 按行业划分，2017-2030 年
    • 按应用分类，2017-2030 年
    • 巴西
  • 中东和非洲
    • 依产品分类，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按车型，2017-2030
    • 按行业划分，2017-2030 年
    • 按应用分类，2017-2030 年
    • 阿拉伯聯合大公国
    • 南非
    • 沙乌地阿拉伯

第七章 竞争格局

  • 主要市场参与企业的近期趋势和影响分析
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 公司热图分析
  • 战略地图
    • 扩张
    • 合併和收购
    • 伙伴关係和合作
    • 新产品发布
    • 研究与开发
  • 公司简介
    • Amazon Web Services, Inc.
    • Cloud Software Group, Inc.
    • Cloudera, Inc.
    • DataRobot, Inc.
    • Domino Data Lab, Inc.
    • Google Cloud
    • Hewlett Packard Enterprise Development LP
    • IBM Corporation
    • Microsoft
    • SAS Institute Inc.
Product Code: GVR-4-68040-507-0

ModelOps Market Size & Trends:

The global ModelOps market size was estimated at USD 5.64 billion in 2024 and is expected to grow at a CAGR of 41.3% from 2025 to 2030. Rapid AI and ML adoption across industries, needs for scalability large-scale AI deployment, cost efficiency and automation, and AI model performance monitoring are primarily drivers of the ModelOps market. ModelOps helps businesses mitigate operational risks by providing tools to detect and rectify model drift or failures before they impact critical business processes, ensuring consistent decision-making and reducing potential disruptions.

Strict regulations, in various industries such as, BFSI, and healthcare require transparent, explainable, and compliant AI models. ModelOps platforms provide governance frameworks that help businesses meet regulatory requirements, avoiding costly compliance breaches and ensuring auditability. For instance, in December 2024, ModelOp, a foremost provider of AI governance software for enterprises announced a significant surge in platform usage throughout the year. New customer acquisitions drove this growth, the adoption of generative AI, and an increasing demand for its AI portfolio intelligence and governance solutions. For the second year in a row, the company achieved substantial and sustained expansion, particularly in the healthcare, financial services, and consumer packaged goods (CPG) sectors.

ModelOps enhances the speed at which companies can move AI models from development to production. This reduction in time-to-market helps businesses quickly leverage AI-driven insights, ensuring agility in responding to market changes and customer demands. To ensure ongoing business value, ModelOps continuously monitors models for performance, drift, and bias. This proactive approach helps prevent revenue losses due to underperforming models, ensuring the consistency and accuracy of AI-driven decisions. Automating AI/ML model deployment, monitoring, and retraining reduces the need for manual intervention, leading to significant cost savings. For businesses, this means optimizing resources while maintaining high-quality AI operations.

As businesses across sectors increasingly adopt artificial intelligence (AI) and machine learning (ML) to gain competitive advantages, the need for ModelOps solutions to streamline deployment and management becomes critical. Operationalizing AI models efficiently is a top priority to ensure a faster return on investment (ROI). As companies scale their AI initiatives and deploy numerous models, ModelOps enables them to efficiently manage these models at scale, ensuring consistent performance across different environments and reducing operational costs.

Global ModelOps Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global ModelOps market report based on the offering, deployment, model, application, vertical, and region.

  • Offering Outlook (Revenue, USD Million, 2017 - 2030)
  • Platforms
  • Services
  • Deployment Outlook (Revenue, USD Million, 2017 - 2030)
  • Cloud
  • On-premises
  • Model Outlook (Revenue, USD Million, 2017 - 2030)
  • ML Models
  • Graph-based Models
  • Rule & Heuristic Models
  • Linguistic Models
  • Agent-based Models
  • Others
  • Application Outlook (Revenue, USD Million, 2017 - 2030)
  • Continuous Integration/ Continuous Deployment
  • Batch Scoring
  • Governance, Risk and Compliance
  • Parallelization & Distributed Computing
  • Monitoring & Alerting
  • Dashboard & Reporting
  • Model Lifecycle Management
  • Others
  • Vertical Outlook (Revenue, USD Million, 2017 - 2030)
  • BFSI
  • Retail & E-commerce
  • Healthcare & Life sciences
  • IT & Telecommunications
  • Energy & Utilities
  • Manufacturing
  • Transportation & Logistics
  • Others
  • Regional Outlook (Revenue, USD Million, 2017 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • MEA
    • UAE
    • South Africa
    • KSA

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. ModelOps Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Integration of ModelOps with DataOps and DevOps
      • 3.4.1.2. Integration of automated CI/CD pipelines
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. Model explainability and interpretability
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
  • 3.5. ModelOps Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. ModelOps Market: Offering Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. ModelOps Market: Offering Movement Analysis, 2024 & 2030 (USD Million)
  • 4.3. Platforms
    • 4.3.1. Platforms Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. ModelOps Market: Deployment Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. ModelOps Market: Deployment Movement Analysis, 2024 & 2030 (USD Million)
  • 5.3. Cloud
    • 5.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. On-premises
    • 5.4.1. On-premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. ModelOps Market: Model Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. ModelOps Market: Model Movement Analysis, 2024 & 2030 (USD Million)
  • 6.3. ML Models
    • 6.3.1. ML Models Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Graph-Based Models
    • 6.4.1. Graph-Based Models Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Rule & Heuristic Models
    • 6.5.1. Rule & Heuristic Models Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. Linguistic Models
    • 6.6.1. Linguistic Models Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.7. Agent-Based Models
    • 6.7.1. Agent-Based Models Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.8. Others
    • 6.8.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. ModelOps Market: Application Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. ModelOps Market: Application Movement Analysis, 2024 & 2030 (USD Million)
  • 7.3. Continuous Integration/Continuous Deployment
    • 7.3.1. Continuous Integration/Continuous Deployment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Batch Scoring
    • 7.4.1. Batch Scoring Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.5. Governance, Risk and Compliance
    • 7.5.1. Governance, Risk and Compliance Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.6. Parallelization & Distributed Computing
    • 7.6.1. Parallelization & Distributed Computing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.7. Monitoring & Alerting
    • 7.7.1. Monitoring & Alerting Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.8. Dashboard & Reporting
    • 7.8.1. Dashboard & Reporting Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.9. Model Lifecycle Management
    • 7.9.1. Model Lifecycle Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.10. Others
    • 7.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. ModelOps Market: Vertical Estimates & Trend Analysis

  • 8.1. Segment Dashboard
  • 8.2. ModelOps Market: Vertical Movement Analysis, 2024 & 2030 (USD Million)
  • 8.3. BFSI
    • 8.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4. Retail & E-commerce
    • 8.4.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5. Healthcare & Life Sciences
    • 8.5.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6. IT & Telecommunications
    • 8.6.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.7. Energy & Utilities
    • 8.7.1. Energy & Utilities Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.8. Manufacturing
    • 8.8.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.9. Transportation & Logistics
    • 8.9.1. Transportation & Logistics Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.10. Others
    • 8.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 9. ModelOps Market: Regional Estimates & Trend Analysis

  • 9.1. ModelOps Market Share, By Region, 2024 & 2030 (USD Million)
  • 9.2. North America
    • 9.2.1. North America ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.2.2. North America ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 9.2.3. North America ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
    • 9.2.4. North America ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
    • 9.2.5. North America ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 9.2.6. North America ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.2.7. U.S.
      • 9.2.7.1. U.S. ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.2.7.2. U.S. ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.2.7.3. U.S. ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.2.7.4. U.S. ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.2.7.5. U.S. ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.2.7.6. U.S. ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.2.8. Canada
      • 9.2.8.1. Canada ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.2.8.2. Canada ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.2.8.3. Canada ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.2.8.4. Canada ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.2.8.5. Canada ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.2.8.6. Canada ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.2.9. Mexico
      • 9.2.9.1. Mexico ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.2.9.2. Mexico ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.2.9.3. Mexico ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.2.9.4. Mexico ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.2.9.5. Mexico ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.2.9.6. Mexico ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  • 9.3. Europe
    • 9.3.1. Europe ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.3.2. Europe ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 9.3.3. Europe ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
    • 9.3.4. Europe ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
    • 9.3.5. Europe ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 9.3.6. Europe ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.3.7. UK
      • 9.3.7.1. UK ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.3.7.2. UK ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.3.7.3. UK ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.3.7.4. UK ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.3.7.5. UK ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.3.7.6. UK ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.3.8. Germany
      • 9.3.8.1. Germany ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.3.8.2. Germany ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.3.8.3. Germany ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.3.8.4. Germany ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.3.8.5. Germany ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.3.8.6. Germany ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.3.9. France
      • 9.3.9.1. France ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.3.9.2. France ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.3.9.3. France ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.3.9.4. France ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.3.9.5. France ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.3.9.6. France ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  • 9.4. Asia Pacific
    • 9.4.1. Asia Pacific ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.4.2. Asia Pacific ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 9.4.3. Asia Pacific ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
    • 9.4.4. Asia Pacific ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
    • 9.4.5. Asia Pacific ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 9.4.6. Asia Pacific ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.4.7. China
      • 9.4.7.1. China ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.4.7.2. China ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.4.7.3. China ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.4.7.4. China ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.4.7.5. China ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.4.7.6. China ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.4.8. Japan
      • 9.4.8.1. Japan ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.4.8.2. Japan ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.4.8.3. Japan ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.4.8.4. Japan ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.4.8.5. Japan ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.4.8.6. Japan ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.4.9. India
      • 9.4.9.1. India ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.4.9.2. India ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.4.9.3. India ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.4.9.4. India ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.4.9.5. India ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.4.9.6. India ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.4.10. Australia
      • 9.4.10.1. Australia ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.4.10.2. Australia ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.4.10.3. Australia ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.4.10.4. Australia ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.4.10.5. Australia ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.4.10.6. Australia ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.4.11. South Korea
      • 9.4.11.1. South Korea ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.4.11.2. South Korea ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.4.11.3. South Korea ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.4.11.4. South Korea ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.4.11.5. South Korea ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.4.11.6. South Korea ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  • 9.5. Latin America
    • 9.5.1. Latin America ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.5.2. Latin America ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 9.5.3. Latin America ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
    • 9.5.4. Latin America ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
    • 9.5.5. Latin America ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 9.5.6. Latin America ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.5.7. Brazil
      • 9.5.7.1. Brazil ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.5.7.2. Brazil ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.5.7.3. Brazil ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.5.7.4. Brazil ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.5.7.5. Brazil ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.5.7.6. Brazil ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
  • 9.6. Middle East and Africa
    • 9.6.1. Middle East and Africa ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.6.2. Middle East & Africa ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 9.6.3. Middle East & Africa ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
    • 9.6.4. Middle East & Africa ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
    • 9.6.5. Middle East & Africa ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 9.6.6. Middle East & Africa ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.6.7. UAE
      • 9.6.7.1. UAE ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.6.7.2. UAE ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.6.7.3. UAE ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.6.7.4. UAE ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.6.7.5. UAE ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.6.7.6. UAE ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.6.8. South Africa
      • 9.6.8.1. South Africa ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.6.8.2. South Africa ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.6.8.3. South Africa ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.6.8.4. South Africa ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.6.8.5. South Africa ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.6.8.6. South Africa ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)
    • 9.6.9. KSA
      • 9.6.9.1. KSA ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 9.6.9.2. KSA ModelOps Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 9.6.9.3. KSA ModelOps Market Estimates and Forecasts, By Deployment, 2017 - 2030 (USD Million)
      • 9.6.9.4. KSA ModelOps Market Estimates and Forecasts, By Model, 2017 - 2030 (USD Million)
      • 9.6.9.5. KSA ModelOps Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
      • 9.6.9.6. KSA ModelOps Market Estimates and Forecasts, By Application, 2017 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis by Key Market Participants
  • 7.2. Company Categorization
  • 7.3. Company Market Positioning
  • 7.4. Company Market Share Analysis
  • 7.5. Company Heat Map Analysis
  • 7.6. Strategy Mapping
    • 7.6.1. Expansion
    • 7.6.2. Mergers & Acquisition
    • 7.6.3. Partnerships & Collaborations
    • 7.6.4. New Product Launches
    • 7.6.5. Research and Development
  • 7.7. Company Profiles
    • 7.7.1. Amazon Web Services, Inc.
      • 7.7.1.1. Participant's Overview
      • 7.7.1.2. Financial Performance
      • 7.7.1.3. Product Benchmarking
      • 7.7.1.4. Recent Developments
    • 7.7.2. Cloud Software Group, Inc.
      • 7.7.2.1. Participant's Overview
      • 7.7.2.2. Financial Performance
      • 7.7.2.3. Product Benchmarking
      • 7.7.2.4. Recent Developments
    • 7.7.3. Cloudera, Inc.
      • 7.7.3.1. Participant's Overview
      • 7.7.3.2. Financial Performance
      • 7.7.3.3. Product Benchmarking
      • 7.7.3.4. Recent Developments
    • 7.7.4. DataRobot, Inc.
      • 7.7.4.1. Participant's Overview
      • 7.7.4.2. Financial Performance
      • 7.7.4.3. Product Benchmarking
      • 7.7.4.4. Recent Developments
    • 7.7.5. Domino Data Lab, Inc.
      • 7.7.5.1. Participant's Overview
      • 7.7.5.2. Financial Performance
      • 7.7.5.3. Product Benchmarking
      • 7.7.5.4. Recent Developments
    • 7.7.6. Google Cloud
      • 7.7.6.1. Participant's Overview
      • 7.7.6.2. Financial Performance
      • 7.7.6.3. Product Benchmarking
      • 7.7.6.4. Recent Developments
    • 7.7.7. Hewlett Packard Enterprise Development LP
      • 7.7.7.1. Participant's Overview
      • 7.7.7.2. Financial Performance
      • 7.7.7.3. Product Benchmarking
      • 7.7.7.4. Recent Developments
    • 7.7.8. IBM Corporation
      • 7.7.8.1. Participant's Overview
      • 7.7.8.2. Financial Performance
      • 7.7.8.3. Product Benchmarking
      • 7.7.8.4. Recent Developments
    • 7.7.9. Microsoft
      • 7.7.9.1. Participant's Overview
      • 7.7.9.2. Financial Performance
      • 7.7.9.3. Product Benchmarking
      • 7.7.9.4. Recent Development
    • 7.7.10. SAS Institute Inc.
      • 7.7.10.1. Participant's Overview
      • 7.7.10.2. Financial Performance
      • 7.7.10.3. Product Benchmarking
      • 7.7.10.4. Recent Development

List of Tables

  • Table 1. ModelOps - industry snapshot & key buying criteria, 2017-2030
  • Table 2. Global ModelOps market, 2017 - 2030 (USD Million)
  • Table 3. Global ModelOps market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 4. Global ModelOps market estimates and forecast by deployment, 2017 - 2030 (USD Million)
  • Table 5. Global ModelOps market estimates and forecast by model, 2017 - 2030 (USD Million)
  • Table 6. Global ModelOps market estimates and forecast by application, 2017 - 2030 (USD Million)
  • Table 7. Global ModelOps market estimates and forecast by vertical, 2017 - 2030 (USD Million)
  • Table 8. Global ModelOps market estimates and forecasts by region, 2017 - 2030 (USD Million)
  • Table 9. ModelOps market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 10. ModelOps market estimates and forecast by platforms, 2017 - 2030 (USD Million)
  • Table 11. ModelOps market estimates and forecast by services, 2017 - 2030 (USD Million)
  • Table 12. ModelOps market estimates and forecast by deployment, 2017 - 2030 (USD Million)
  • Table 13. ModelOps market estimates and forecast by cloud, 2017 - 2030 (USD Million)
  • Table 14. ModelOps market estimates and forecast by on-premises, 2017 - 2030 (USD Million)
  • Table 15. ModelOps market estimates and forecast by model, 2017 - 2030 (USD Million)
  • Table 16. ModelOps market estimates and forecast by ML models, 2017 - 2030 (USD Million)
  • Table 17. ModelOps market estimates and forecast by graph-based models, 2017 - 2030 (USD Million)
  • Table 18. ModelOps market estimates and forecast by rule & heuristic models, 2017 - 2030 (USD Million)
  • Table 19. ModelOps market estimates and forecast by linguistic models, 2017 - 2030 (USD Million)
  • Table 20. ModelOps market estimates and forecast by agent-based models, 2017 - 2030 (USD Million)
  • Table 21. ModelOps market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 22. ModelOps market estimates and forecast by application, 2017 - 2030 (USD Million)
  • Table 23. ModelOps market estimates and forecast by CI/CD, 2017 - 2030 (USD Million)
  • Table 24. ModelOps market estimates and forecast by batch scoring, 2017 - 2030 (USD Million)
  • Table 25. ModelOps market estimates and forecast by governance, risk and compliance, 2017 - 2030 (USD Million)
  • Table 26. ModelOps market estimates and forecast by parallelization & distributed computing, 2017 - 2030 (USD Million)
  • Table 27. ModelOps market estimates and forecast by monitoring & alerting, 2017 - 2030 (USD Million)
  • Table 28. ModelOps market estimates and forecast by dashboard & reporting, 2017 - 2030 (USD Million)
  • Table 29. ModelOps market estimates and forecast by model lifecycle management, 2017 - 2030 (USD Million)
  • Table 30. ModelOps market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 31. ModelOps market estimates and forecast by vertical, 2017 - 2030 (USD Million)
  • Table 32. ModelOps market estimates and forecast by BFSI, 2017 - 2030 (USD Million)
  • Table 33. ModelOps market estimates and forecast by retail & e-commerce, 2017 - 2030 (USD Million)
  • Table 34. ModelOps market estimates and forecast by healthcare & life sciences, 2017 - 2030 (USD Million)
  • Table 35. ModelOps market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Million)
  • Table 36. ModelOps market estimates and forecast by energy & utilities, 2017 - 2030 (USD Million)
  • Table 37. ModelOps market estimates and forecast by manufacturing, 2017 - 2030 (USD Million)
  • Table 38. ModelOps market estimates and forecast by transportation & logistics, 2017 - 2030 (USD Million)
  • Table 39. ModelOps market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 40. North America ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 41. North America ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 42. North America ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 43. North America ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 44. North America ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 45. North America ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 46. U.S. ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 47. U.S. ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 48. U.S. ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 49. U.S. ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 50. U.S. ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 51. U.S. ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 52. Canada ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 53. Canada ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 54. Canada ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 55. Canada ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 56. Canada ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 57. Canada ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 58. Mexico ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 59. Mexico ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 60. Mexico ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 61. Mexico ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 62. Mexico ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 63. Mexico ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 64. Europe ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 65. Europe ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 66. Europe ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 67. Europe ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 68. Europe ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 69. Europe ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 70. UK ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 71. UK ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 72. UK ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 73. UK ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 74. UK ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 75. UK ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 76. Germany ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 77. Germany ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 78. Germany ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 79. Germany ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 80. Germany ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 81. Germany ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 82. France ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 83. France ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 84. France ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 85. France ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 86. France ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 87. France ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 88. Asia Pacific ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 89. Asia Pacific ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 90. Asia Pacific ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 91. Asia Pacific ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 92. Asia Pacific ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 93. Asia Pacific ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 94. China ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 95. China ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 96. China ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 97. China ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 98. China ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 99. China ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 100. India ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 101. India ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 102. India ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 103. India ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 104. India ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 105. India ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 106. Japan ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 107. Japan ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 108. Japan ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 109. Japan ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 110. Japan ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 111. Japan ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 112. South Korea ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 113. South Korea ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 114. South Korea ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 115. South Korea ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 116. South Korea ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 117. South Korea ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 118. Australia ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 119. Australia ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 120. Australia ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 121. Australia ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 122. Australia ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 123. Australia ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 124. Latin America ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 125. Latin America ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 126. Latin America ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 127. Latin America ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 128. Latin America ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 129. Latin America ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 130. Brazil ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 131. Brazil ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 132. Brazil ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 133. Brazil ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 134. Brazil ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 135. Brazil ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 136. Middle East & Africa ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 137. Middle East & Africa ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 138. Middle East & Africa ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 139. Middle East & Africa ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 140. Middle East & Africa ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 141. Middle East & Africa ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 142. UAE ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 143. UAE ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 144. UAE ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 145. UAE ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 146. UAE ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 147. UAE ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 148. South Africa ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 149. South Africa ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 150. South Africa ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 151. South Africa ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 152. South Africa ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 153. South Africa ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)
  • Table 154. KSA ModelOps market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 155. KSA ModelOps market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 156. KSA ModelOps market estimates and forecasts, by deployment, 2017 - 2030 (USD Million)
  • Table 157. KSA ModelOps market estimates and forecasts, by model, 2017 - 2030 (USD Million)
  • Table 158. KSA ModelOps market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 159. KSA ModelOps market estimates and forecasts, by application, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 ModelOps Market Segmentation
  • Fig. 2 Market Research Process
  • Fig. 3 Technology landscape
  • Fig. 4 Information Procurement
  • Fig. 5 Data Analysis Models
  • Fig. 6 Market Formulation and Validation
  • Fig. 7 Data Validating & Publishing
  • Fig. 8 Market Snapshot
  • Fig. 9 Segment Snapshot (1/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 ModelOps- Market Size and Growth Prospects (USD Million)
  • Fig. 12 ModelOps Market: Industry Value Chain Analysis
  • Fig. 13 ModelOps Market: Market Dynamics
  • Fig. 14 ModelOps Market: PORTER's Analysis
  • Fig. 15 ModelOps Market: PESTEL Analysis
  • Fig. 16 ModelOps Market Share by Offering, 2024 & 2030 (USD Million)
  • Fig. 17 ModelOps Market, by Offering: Key Takeaways
  • Fig. 18 ModelOps Market, by Offering: Market Share, 2024 & 2030
  • Fig. 19 Plaforms Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 20 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 21 ModelOps Market Share by Deployment, 2024 & 2030 (USD Million)
  • Fig. 22 ModelOps Market, by Deployment: Key Takeaways
  • Fig. 23 ModelOps Market, by Deployment: Market Share, 2024 & 2030
  • Fig. 24 On-premises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 25 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 26 ModelOps Market Share by Model, 2024 & 2030 (USD Million)
  • Fig. 27 ModelOps Market, by Model: Key Takeaways
  • Fig. 28 ModelOps Market, by Model: Market Share, 2024 & 2030
  • Fig. 29 ML Models Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 30 Graph-Based Models Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 31 Rule & Heuristic Models Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 32 Linguistic Models Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 33 Agent-Based Models Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 34 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 35 ModelOps Market Share by Application, 2024 & 2030 (USD Million)
  • Fig. 36 ModelOps Market, by Application: Key Takeaways
  • Fig. 37 ModelOps Market, by Application: Market Share, 2024 & 2030
  • Fig. 38 Continuous Integration/Continuous Deployment Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 39 Batch Scoring Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 40 Governance, Risk and Compliance Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 41 Parallelization & Distributed Computing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 42 Monitoring & Alerting Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 43 Dashboard & Reporting Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 44 Model Lifecycle Management Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 45 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 46 ModelOps Market Share by Vertical, 2024 & 2030 (USD Million)
  • Fig. 47 ModelOps Market, by Vertical: Key Takeaways
  • Fig. 48 ModelOps Market, by Vertical: Market Share, 2024 & 2030
  • Fig. 49 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 50 Retail & E-commerce Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 51 Healthcare & Life Sciences Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 52 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 53 Energy & Utilities Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 54 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 55 Transportation & Logistics Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 56 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 57 ModelOps Market Revenue, by Region, 2024 & 2030, (USD Million)
  • Fig. 58 Regional Marketplace: Key Takeaways
  • Fig. 59 Regional Marketplace: Key Takeaways
  • Fig. 60 North America ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 61 US ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 62 Canada ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 63 Mexico ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 64 Europe ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 65 UK ModelOps Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
  • Fig. 66 Germany ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 67 France ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 68 Asia Pacific ModelOps Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 69 China ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 70 Japan ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 71 India ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 72 Australia ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 73 South Korea ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 74 Latin America ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 75 Brazil ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 76 MEA ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 77 UAE ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 78 South Africa ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 79 KSA ModelOps Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 80 Key Company Categorization
  • Fig. 81 Company Market Positioning
  • Fig. 82 Key Company Market Share Analysis, 2023
  • Fig. 83 Strategic Framework