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市場調查報告書
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1654620

ModelOps 市場規模、佔有率、趨勢分析報告：按產品、部署、應用、模型、垂直產業、地區、細分市場預測，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個工作天內

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ModelOps 市場規模與趨勢

預計 2024 年全球 ModelOps 市場規模為 56.4 億美元，2025 年至 2030 年期間複合年成長率為 41.3%。

各行業對 AI 和 ML 的快速應用、可擴展的大規模 AI 部署、對成本效益和自動化的需求以及 AI 模型的性能監控是 ModelOps 市場的主要促進因素。透過提供工具來偵測並修正模型漂移和缺陷，以免它們影響關鍵業務流程，ModelOps 可協助公司降低營運風險、確保決策一致並減輕潛在的干擾。

銀行、金融服務和保險業、醫療保健等行業的嚴格規定要求人工智慧模型透明、可解釋且合規。 ModelOps 平台描述了一個管治框架，可協助公司滿足監管要求、避免代價高昂的違規並確保審核。例如，2024年12月，領先的企業AI管治軟體供應商ModelOp宣布全年平台使用量大幅成長。新客戶的加入推動了這一成長、生成式人工智慧的採用以及對公司人工智慧產品組合智慧和管治解決方案的需求增加。該公司連續第二年實現強勁持續的成長，尤其是在醫療保健、金融服務和消費包裝商品（CPG）領域。

ModelOps 正在提高公司將 AI 模型從開發轉移到生產的速度。加快產品上市時間使企業能夠快速利用人工智慧主導的洞察力並靈活地回應市場變化和客戶需求。為了確保持續的商業價值，ModelOps 持續監控模型的效能、漂移和偏差。這種主動方法可防止因模型表現不佳而造成的收益損失，並確保人工智慧主導決策的一致性和準確性。自動部署、監控和再訓練 AI/ML 模型可減少人工干預的需要，從而大幅節省成本。對企業來說，這意味著最佳化資源，同時維持高品質的AI營運。

隨著各領域的企業擴大採用人工智慧 (AI) 和機器學習 (ML) 來獲得競爭優勢，採用 ModelOps 解決方案來簡化部署和管理的需求變得至關重要。高效運行AI模型是確保更快獲得投資收益（ROI）的首要任務。隨著企業擴大其 AI舉措並部署大量模型，ModelOps 使他們能夠有效地擴展和管理這些模型，確保在不同環境中的一致性能，並降低營運成本。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章 ModelOps 市場變數、趨勢與範圍

  • 市場介紹/電網展望
  • 市場規模和成長前景
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 行業機會
    • 產業挑戰
  • ModelOps 市場分析工具
    • 波特的分析
    • PESTEL 分析

第 4 章 ModelOps 市場：按產品進行估計和趨勢分析

  • 細分儀表板
  • ModelOps 市場：2024 年與 2030 年產品變化分析
  • 平台
  • 服務

第 5 章 ModelOps 市場：按部署、估計和趨勢分析

  • 細分儀表板
  • ModelOps 市場：2024 年和 2030 年部署趨勢分析
  • 雲
  • 本地

第 6 章：ModelOps 市場：按模型進行的估計和趨勢分析

  • 細分儀表板
  • ModelOps 市場：2024 年和 2030 年模型變化分析
  • ML 模型
  • 基於圖的模型
  • 規則和啟發式模型
  • 語言模型
  • 基於代理的模型
  • 其他

第 7 章：ModelOps 市場：按應用的估計和趨勢分析

  • 細分儀表板
  • ModelOps 市場：2024 年和 2030 年應用趨勢分析
  • 持續整合/持續部署
  • 大量評分
  • 管治,風險與合規
  • 平行化與分散式計算
  • 監控和警報
  • 儀表板和報告
  • 模型生命週期管理
  • 其他

第 8 章：ModelOps 市場：按垂直產業進行的估計和趨勢分析

  • 細分儀表板
  • ModelOps 市場：2024 年和 2030 年產業趨勢分析
  • BFSI
  • 零售與電子商務
  • 醫療保健和生命科學
  • 資訊科技和通訊
  • 能源公共產業
  • 製造業
  • 運輸和物流
  • 其他

第 9 章 ModelOps 市場：區域、估計與趨勢分析

  • 2024 年及 2030 年 ModelOps市場佔有率（按地區）
  • 北美洲
    • 按產品分類，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按車型，2017-2030
    • 按行業分類，2017-2030 年
    • 按應用分類，2017-2030 年
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 按產品分類，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按車型，2017-2030
    • 按行業分類，2017-2030 年
    • 按應用分類，2017-2030 年
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 依產品分類，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按車型，2017-2030
    • 按行業分類，2017-2030 年
    • 按應用分類，2017-2030 年
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 依產品分類，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按車型，2017-2030
    • 按行業分類，2017-2030 年
    • 按應用分類，2017-2030 年
    • 巴西
  • 中東和非洲
    • 依產品分類，2017 年至 2030 年
    • 按部署，2017-2030 年
    • 按車型，2017-2030
    • 按行業分類，2017-2030 年
    • 按應用分類，2017-2030 年
    • 阿拉伯聯合大公國
    • 南非
    • 沙烏地阿拉伯

第7章 競爭格局

  • 主要市場參與企業的近期趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司市場佔有率分析
  • 公司熱圖分析
  • 戰略地圖
    • 擴張
    • 合併和收購
    • 夥伴關係和合作
    • 新產品發布
    • 研究與開發
  • 公司簡介
    • 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