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1552481

ModelOps的全球市場，規模，佔有率，趨勢，產業分析報告:各提供，各模式類型，各應用領域，各行業，各地區 - 市場預測，2024年～2032年

Global ModelOps Market Size, Share, Trends, Industry Analysis Report: Information By Offering, By Model Type, By Application, By Verticals, and By Region - Market Forecast, 2024 - 2032
出版日期: | 出版商: Polaris Market Research | 英文 116 Pages | 商品交期: 最快1-2個工作天內

價格

根據 Polaris Market Research 的最新研究，到 2032 年，全球 ModelOps 市場規模預計將達到 700.7 億美元。該報告提供了對當前市場動態的詳細見解，並對未來市場成長進行了分析。

人工智慧和機器學習在各個行業中的使用不斷增加以及它們與營運的整合正在推動 ModelOps 市場的發展。該公司正在將人工智慧和機器學習納入其業務流程，以獲得競爭優勢、提高營運效率並提供個人化的客戶體驗。此外，ModelOps 還能夠持續整合和交付 AI 解決方案，建立自動化和簡化業務營運的框架。將人工智慧解決方案整合到企業中的需求不斷增長，推動了模型營運市場的擴張。

不斷增長的資料產生量也推動了 ModelOps 市場的發展，因為它需要全面的資料管理策略。物聯網、社群媒體、電子商務和其他數位管道的進步正在迅速增加各行業的數據量。組織正在使用機器學習模型從資料爆炸中獲取可行的見解。因此，不斷增加的數據量需要 ModelOps 和 DataOps 等平台，從而促進 ModelOps 市場的成長。

ModelOps 市場的成長是由自動化機器學習 (AutoML) 平台的進步所推動的。公司不斷部署 AutoML 平台，以使非專家和其他公司也可以使用機器學習。此外，提供與雲端和人工智慧服務整合的綜合 ModelOps 平台的公司正在推動市場競爭。因此，參與者正在利用其重要的資源和客戶群來提高 ModelOps 能力，進一步推動 ModelOps 產業的規模。

ModelOps 市場報告亮點

由於人工智慧和機器學習模型在不同行業中的使用不斷增加，ModelOps 市場的監控和警報領域正在不斷增長，從而產生了對確保這些模型最佳性能的解決方案的需求，預計在這一時期將出現顯著成長。

BFSI 領域在 ModelOps 產業中佔據主導地位，因為 BFSI 機構在銀行、信貸和投資職能中廣泛使用決策模型。

在全球市場中，由於北美地區存在 Verta、SAS Institute Inc.、ModelOp、Teradata 和 IBM 等眾多老牌和新興 ModelOps 公司，北美 ModelOps 市場佔據了最高的收入佔有率。

全球主要市場參與者包括 Altair Engineering Inc.、C3.ai, Inc.、Cloud Software Group, Inc.、Databricks、DataKitchen, Inc.、Datatron、Domino Data Lab, Inc.、Giggso、IBM、LeewayHertz、 Minitab, LLC、ModelOp、Palantir Technologies Inc.、SAS Institute Inc.、Sparkling Logic、Teradata、Veritone, Inc. 和Verta。

目錄

第1章 簡介

第2章 摘要整理

第3章 調查手法

第4章 全球ModelOps市場洞察

  • 市場概述
  • ModelOps市場動態
    • 促進因素和機會
      • AutoML 應用的技術進步推動 ModelOps 市場成長
      • 全球 IT/ITeS 公司的擴張正在推動 ModelOps 市場規模的擴大
    • 阻礙因素與課題
      • 模式管理的複雜
  • PESTEL分析
  • ModelOps市場趨勢
  • 價值鏈分析
  • COVID-19影響分析

第5章 全球ModelOps市場:各提供

  • 主要調查結果
  • 簡介
  • 平台
  • 服務

第6章 全球ModelOps市場:各模式類型

  • 主要調查結果
  • 簡介
  • 代理商base model
  • BYO模式
  • 圖表base model
  • 語言模式
  • ML模式
  • 規則·啟發式模式
  • 其他

第7章 全球ModelOps市場:各應用領域

  • 主要調查結果
  • 簡介
  • 批次式評分
  • CI/CD
  • 儀表板·匯報
  • 治理、風險、合規性
  • 模式生命週期管理
  • 監測·警報
  • 並列化·分散運算
  • 其他

第8章 全球ModelOps市場:各行業

  • 主要調查結果
  • 簡介
  • BFSI
  • 能源·公共事業
  • 政府·防衛
  • 醫療保健·生命科學
  • IT/ITeS
  • 製造
  • 零售·電子商務
  • 通訊
  • 運輸·物流
  • 其他

第9章 全球ModelOps市場:各地區

  • 主要調查結果
  • 簡介
  • 北美
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 法國
    • 德國
    • 義大利
    • 西班牙
    • 荷蘭
    • 俄羅斯
    • 其他歐洲
  • 亞太地區
    • 中國
    • 印度
    • 馬來西亞
    • 日本
    • 印尼
    • 韓國
    • 澳洲
    • 其他亞太地區
  • 中東·非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 以色列
    • 南非
    • 其他中東·非洲
  • 南美
    • 墨西哥
    • 巴西
    • 阿根廷
    • 其他南美國家

第10章 競爭情形

  • 擴大和收購的分析
    • 擴大
    • 收購
  • 聯盟/合作/協定/公開

第11章 企業簡介

  • Altair Engineering Inc.
  • C3.ai, Inc.
  • Cloud Software Group, Inc.
  • Databricks
  • DataKitchen, Inc.
  • Datatron
  • Domino Data Lab, Inc.
  • Giggso
  • IBM
  • LeewayHertz
  • Minitab, LLC
  • ModelOp
  • Palantir Technologies Inc.
  • SAS Institute Inc.
  • Sparkling Logic
  • Teradata
  • Veritone, Inc.
  • Verta
Product Code: PM5010

The global ModelOps market size is expected to reach USD 70.07 billion by 2032, according to a new study by Polaris Market Research. The report "Global ModelOps Market Size, Share, Trends, Industry Analysis Report: By Offering (Platforms, Services), By Model Type, By Application, By Verticals, and By Region (North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2024 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The ModelOps market is being driven by the increasing use of AI and ML in various industries to integrate them into business operations. Companies are incorporating AI and ML into their business processes to gain a competitive edge, improve operational efficiency, and provide personalized customer experiences. Additionally, ModelOps enables the continuous integration and delivery of AI solutions, establishing a framework for automating and streamlining business operations. The growing need for integrating AI solutions into businesses is fueling the expansion of the ModelOps market.

In addition, the expansion of data generation is propelling the ModelOps market as it necessitates comprehensive data management strategies. Data volumes are rapidly increasing across industries due to advancements in IoT, social media, e-commerce, and other digital channels. Organizations are using machine learning models to extract actionable insights from this explosion of data. Therefore, the increasing amount of data requires platforms like ModelOps and DataOps, thus contributing to the market growth for ModelOps.

The growth of the ModelOps market is being fueled by the advancement in automated machine learning (AutoML) platforms. Businesses are consistently introducing AutoML platforms to make machine learning accessible to non-experts and other companies. Furthermore, competition in the market is driven by companies offering inclusive ModelOps platforms that are integrated with cloud and AI services. Consequently, players are using their significant resources and customer bases to improve ModelOps capabilities, further driving the ModelOps industry size.

ModelOps Market Report Highlights

The monitoring and alerting segment in the ModelOps market is expected to experience substantial growth over the forecast period due to the escalating utilization of artificial intelligence and machine learning models in diverse industries, creating a demand for solutions that ensure the optimal performance of these models.

The BFSI sector dominated the ModelOps industry because BFSI institutions widely utilize decision-making models in banking, credit, and investment functions.

In the global market, the North American ModelOps market has the highest revenue share due to the presence of numerous established and emerging ModelOps companies such as Verta, SAS Institute Inc., ModelOp, Teradata, and IBM in the North American region.

The global key market players are Altair Engineering Inc., C3.ai, Inc., Cloud Software Group, Inc., Databricks, DataKitchen, Inc., Datatron, Domino Data Lab, Inc., Giggso, IBM, LeewayHertz, Minitab, LLC, ModelOp, Palantir Technologies Inc., SAS Institute Inc., Sparkling Logic, Teradata, Veritone, Inc., and Verta.

Polaris Market Research has segmented the ModelOps market report based on offering, model type, application, verticals, and region:

ModelOps, Offering Outlook (Revenue - USD Billion, 2019 - 2032)

  • Platforms
  • By Type
  • Development & Experimentation Platforms
  • Monitoring & Observability Tools
  • Automated Machine Learning (AutoML) Platforms
  • Performance Tracking & Management Platforms
  • Model Explainability & Interpretability Tools
  • Serving & Deployment Tools
  • Other types
  • By Deployment Mode
  • Cloud
  • On-Premises
  • Services
  • Consulting Services
  • Deployment & Integration
  • System & Maintenance

ModelOps, Model Type Outlook (Revenue - USD Billion, 2019 - 2032)

  • Agent-Based Models
  • Bring Your Own Models
  • Graph-Based Models
  • Linguistic Models
  • ML Models
  • Rule & Heuristic Models
  • Others

ModelOps, Application Outlook (Revenue - USD Billion, 2019 - 2032)

  • Batch Scoring
  • Continuous Integration/Continuous Deployment
  • Dashboard & Reporting
  • Governance, Risk and Compliance
  • Model Lifecycle Management
  • Monitoring & Alerting
  • Parallelization & Distributed Computing
  • Others

ModelOps, Verticals Outlook (Revenue - USD Billion, 2019 - 2032)

  • BFSI
  • Energy & Utilities
  • Government & Defense
  • Healthcare & Life sciences
  • IT/ITeS
  • Manufacturing
  • Retail & eCommerce
  • Telecommunications
  • Transportation & Logistics
  • Others

ModelOps, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Russia
  • Netherlands
  • Rest of Europe
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Indonesia
  • Malaysia
  • Australia
  • Rest of APAC
  • Latin America
  • Argentina
  • Brazil
  • Mexico
  • Rest of Latin America
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa
  • Rest of MEA

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global ModelOps Market Insights

  • 4.1. ModelOps Market - Market Snapshot
  • 4.2. ModelOps Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Technological Advancements in AutoML Applications Are Driving the ModelOps Market Growth
      • 4.2.1.2. Increasing Global Footprint of IT/ITeS Companies Is Propelling the ModelOps Market Size
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Complexity of Model Management
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTEL Analysis
  • 4.5. ModelOps Market Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global ModelOps Market, by Offering

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • 5.3. Platforms
    • 5.3.1. Global ModelOps Market, by Platforms, by Region, 2019-2032 (USD Billion)
    • 5.3.2. By Type
      • 5.3.2.1. Global ModelOps Market, by Model Type, by Region, 2019-2032 (USD Billion)
      • 5.3.2.2. Development & Experimentation Applications
      • 5.3.2.2.1. Global ModelOps Market, by Development & Experimentation Applications, by Region, 2019-2032 (USD Billion)
      • 5.3.2.3. Monitoring & Observability Tools
      • 5.3.2.3.1. Global ModelOps Market, by Monitoring & Observability Tools, by Region, 2019-2032 (USD Billion)
      • 5.3.2.4. Automated Machine Learning (AutoML) Applications
      • 5.3.2.4.1. Global ModelOps Market, by Automated Machine Learning (AutoML) Applications, by Region, 2019-2032 (USD Billion)
      • 5.3.2.5. Performance Tracking & Management Applications
      • 5.3.2.5.1. Global ModelOps Market, by Performance Tracking & Management Applications, by Region, 2019-2032 (USD Billion)
      • 5.3.2.6. Model Explainability & Interpretability Tools
      • 5.3.2.6.1. Global ModelOps Market, by Model Explainability & Interpretability Tools, by Region, 2019-2032 (USD Billion)
      • 5.3.2.7. Serving & Deployment Tools
      • 5.3.2.7.1. Global ModelOps Market, by Serving & Deployment Tools, by Region, 2019-2032 (USD Billion)
      • 5.3.2.8. Other types
      • 5.3.2.8.1. Global ModelOps Market, by Other types, by Region, 2019-2032 (USD Billion)
    • 5.3.3. By Deployment Mode
      • 5.3.3.1. Global ModelOps Market, by Deployment Mode, by Region, 2019-2032 (USD Billion)
      • 5.3.3.2. Cloud
      • 5.3.3.2.1. Global ModelOps Market, by Cloud, by Region, 2019-2032 (USD Billion)
      • 5.3.3.3. On-Premises
      • 5.3.3.3.1. Global ModelOps Market, by On-Premises, by Region, 2019-2032 (USD Billion)
  • 5.4. Services
    • 5.4.1. Global ModelOps Market, by Services, by Region, 2019-2032 (USD Billion)
    • 5.4.2. Consulting Services
      • 5.4.2.1. Global ModelOps Market, by Consulting Services, by Region, 2019-2032 (USD Billion)
    • 5.4.3. Deployment & Integration
      • 5.4.3.1. Global ModelOps Market, by Deployment & Integration, by Region, 2019-2032 (USD Billion)
    • 5.4.4. System & Maintenance
      • 5.4.4.1. Global ModelOps Market, by System & Maintenance, by Region, 2019-2032 (USD Billion)

6. Global ModelOps Market, by Model Type

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • 6.3. Agent-Based Models
    • 6.3.1. Global ModelOps Market, by Agent-Based Models, by Region, 2019-2032 (USD Billion)
  • 6.4. Bring Your Own Models
    • 6.4.1. Global ModelOps Market, by Bring Your Own Models, by Region, 2019-2032 (USD Billion)
  • 6.5. Graph-Based Models
    • 6.5.1. Global ModelOps Market, by Graph-Based Models, by Region, 2019-2032 (USD Billion)
  • 6.6. Linguistic Models
    • 6.6.1. Global ModelOps Market, by Linguistic Models, by Region, 2019-2032 (USD Billion)
  • 6.7. ML Models
    • 6.7.1. Global ModelOps Market, by ML Models, by Region, 2019-2032 (USD Billion)
  • 6.8. Rule & Heuristic Models
    • 6.8.1. Global ModelOps Market, by Rule & Heuristic Models, by Region, 2019-2032 (USD Billion)
  • 6.9. Others
    • 6.9.1. Global ModelOps Market, by Others, by Region, 2019-2032 (USD Billion)

7. Global ModelOps Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global ModelOps Market, by Application, 2019-2032 (USD Billion)
  • 7.3. Batch Scoring
    • 7.3.1. Global ModelOps Market, by Batch Scoring, by Region, 2019-2032 (USD Billion)
  • 7.4. Continuous Integration/Continuous Deployment
    • 7.4.1. Global ModelOps Market, by Continuous Integration/Continuous Deployment, by Region, 2019-2032 (USD Billion)
  • 7.5. Dashboard & Reporting
    • 7.5.1. Global ModelOps Market, by Dashboard & Reporting, by Region, 2019-2032 (USD Billion)
  • 7.6. Governance, Risk and Compliance
    • 7.6.1. Global ModelOps Market, by Governance, Risk and Compliance, by Region, 2019-2032 (USD Billion)
  • 7.7. Model Lifecycle Management
    • 7.7.1. Global ModelOps Market, by Model Lifecycle Management, by Region, 2019-2032 (USD Billion)
  • 7.8. Monitoring & Alerting
    • 7.8.1. Global ModelOps Market, by Monitoring & Alerting, by Region, 2019-2032 (USD Billion)
  • 7.9. Parallelization & Distributed Computing
    • 7.9.1. Global ModelOps Market, by Parallelization & Distributed Computing, by Region, 2019-2032 (USD Billion)
  • 7.10. Others
    • 7.10.1. Global ModelOps Market, by Others, by Region, 2019-2032 (USD Billion)

8. Global ModelOps Market, by Verticals

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Global ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • 8.3. BFSI
    • 8.3.1. Global ModelOps Market, by BFSI, by Region, 2019-2032 (USD Billion)
  • 8.4. Energy & Utilities
    • 8.4.1. Global ModelOps Market, by Energy & Utilities, by Region, 2019-2032 (USD Billion)
  • 8.5. Government & Defense
    • 8.5.1. Global ModelOps Market, by Government & Defense, by Region, 2019-2032 (USD Billion)
  • 8.6. Healthcare & Life sciences
    • 8.6.1. Global ModelOps Market, by Healthcare & Life sciences, by Region, 2019-2032 (USD Billion)
  • 8.7. IT/ITeS
    • 8.7.1. Global ModelOps Market, by IT/ITeS, by Region, 2019-2032 (USD Billion)
  • 8.8. Manufacturing
    • 8.8.1. Global ModelOps Market, by Manufacturing, by Region, 2019-2032 (USD Billion)
  • 8.9. Retail & eCommerce
    • 8.9.1. Global ModelOps Market, by Retail & eCommerce, by Region, 2019-2032 (USD Billion)
  • 8.10. Telecommunications
    • 8.10.1. Global ModelOps Market, by Telecommunications, by Region, 2019-2032 (USD Billion)
  • 8.11. Transportation & Logistics
    • 8.11.1. Global ModelOps Market, by Transportation & Logistics, by Region, 2019-2032 (USD Billion)
  • 8.12. Others
    • 8.12.1. Global ModelOps Market, by Others, by Region, 2019-2032 (USD Billion)

9. Global ModelOps Market, by Geography

  • 9.1. Key Findings
  • 9.2. Introduction
    • 9.2.1. ModelOps Market Assessment, By Geography, 2019-2032 (USD Billion)
  • 9.3. ModelOps Market - North America
    • 9.3.1. North America: ModelOps Market, by Offering, 2019-2032 (USD Billion)
    • 9.3.2. North America: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
    • 9.3.3. North America: ModelOps Market, by Application, 2019-2032 (USD Billion)
    • 9.3.4. North America: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.3.5. ModelOps Market - U.S.
      • 9.3.5.1. U.S.: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.3.5.2. U.S.: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.3.5.3. U.S.: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.3.5.4. U.S.: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.3.6. ModelOps Market - Canada
      • 9.3.6.1. Canada: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.3.6.2. Canada: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.3.6.3. Canada: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.3.6.4. Canada: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • 9.4. ModelOps Market - Europe
    • 9.4.1. Europe: ModelOps Market, by Offering, 2019-2032 (USD Billion)
    • 9.4.2. Europe: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
    • 9.4.3. Europe: ModelOps Market, by Application, 2019-2032 (USD Billion)
    • 9.4.4. Europe: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.5. ModelOps Market - UK
      • 9.4.5.1. UK: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.5.2. UK: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.5.3. UK: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.5.4. UK: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.6. ModelOps Market - France
      • 9.4.6.1. France: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.6.2. France: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.6.3. France: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.6.4. France: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.7. ModelOps Market - Germany
      • 9.4.7.1. Germany: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.7.2. Germany: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.7.3. Germany: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.7.4. Germany: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.8. ModelOps Market - Italy
      • 9.4.8.1. Italy: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.8.2. Italy: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.8.3. Italy: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.8.4. Italy: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.9. ModelOps Market - Spain
      • 9.4.9.1. Spain: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.9.2. Spain: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.9.3. Spain: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.9.4. Spain: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.10. ModelOps Market - Netherlands
      • 9.4.10.1. Netherlands: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.10.2. Netherlands: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.10.3. Netherlands: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.10.4. Netherlands: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.11. ModelOps Market - Russia
      • 9.4.11.1. Russia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.11.2. Russia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.11.3. Russia: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.11.4. Russia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.4.12. ModelOps Market - Rest of Europe
      • 9.4.12.1. Rest of Europe: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.4.12.2. Rest of Europe: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.4.12.3. Rest of Europe: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.4.12.4. Rest of Europe: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • 9.5. ModelOps Market - Asia Pacific
    • 9.5.1. Asia Pacific: ModelOps Market, by Offering, 2019-2032 (USD Billion)
    • 9.5.2. Asia Pacific: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
    • 9.5.3. Asia Pacific: ModelOps Market, by Application, 2019-2032 (USD Billion)
    • 9.5.4. Asia Pacific: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.5. ModelOps Market - China
      • 9.5.5.1. China: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.5.2. China: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.5.3. China: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.5.4. China: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.6. ModelOps Market - India
      • 9.5.6.1. India: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.6.2. India: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.6.3. India: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.6.4. India: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.7. ModelOps Market - Malaysia
      • 9.5.7.1. Malaysia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.7.2. Malaysia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.7.3. Malaysia: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.7.4. Malaysia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.8. ModelOps Market - Japan
      • 9.5.8.1. Japan: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.8.2. Japan: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.8.3. Japan: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.8.4. Japan: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.9. ModelOps Market - Indonesia
      • 9.5.9.1. Indonesia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.9.2. Indonesia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.9.3. Indonesia: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.9.4. Indonesia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.10. ModelOps Market - South Korea
      • 9.5.10.1. South Korea: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.10.2. South Korea: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.10.3. South Korea: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.10.4. South Korea: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.11. ModelOps Market - Australia
      • 9.5.11.1. Australia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.11.2. Australia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.11.3. Australia: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.11.4. Australia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.5.12. ModelOps Market - Rest of Asia Pacific
      • 9.5.12.1. Rest of Asia Pacific: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.5.12.2. Rest of Asia Pacific: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.5.12.3. Rest of Asia Pacific: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.5.12.4. Rest of Asia Pacific: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • 9.6. ModelOps Market - Middle East & Africa
    • 9.6.1. Middle East & Africa: ModelOps Market, by Offering, 2019-2032 (USD Billion)
    • 9.6.2. Middle East & Africa: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
    • 9.6.3. Middle East & Africa: ModelOps Market, by Application, 2019-2032 (USD Billion)
    • 9.6.4. Middle East & Africa: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.6.5. ModelOps Market - Saudi Arabia
      • 9.6.5.1. Saudi Arabia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.6.5.2. Saudi Arabia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.6.5.3. Saudi Arabia: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.6.5.4. Saudi Arabia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.6.6. ModelOps Market - UAE
      • 9.6.6.1. UAE: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.6.6.2. UAE: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.6.6.3. UAE: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.6.6.4. UAE: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.6.7. ModelOps Market - Israel
      • 9.6.7.1. Israel: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.6.7.2. Israel: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.6.7.3. Israel: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.6.7.4. Israel: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.6.8. ModelOps Market - South Africa
      • 9.6.8.1. South Africa: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.6.8.2. South Africa: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.6.8.3. South Africa: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.6.8.4. South Africa: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.6.9. ModelOps Market - Rest of Middle East & Africa
      • 9.6.9.1. Rest of Middle East & Africa: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.6.9.2. Rest of Middle East & Africa: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.6.9.3. Rest of Middle East & Africa: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.6.9.4. Rest of Middle East & Africa: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • 9.7. ModelOps Market - Latin America
    • 9.7.1. Latin America: ModelOps Market, by Offering, 2019-2032 (USD Billion)
    • 9.7.2. Latin America: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
    • 9.7.3. Latin America: ModelOps Market, by Application, 2019-2032 (USD Billion)
    • 9.7.4. Latin America: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.7.5. ModelOps Market - Mexico
      • 9.7.5.1. Mexico: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.7.5.2. Mexico: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.7.5.3. Mexico: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.7.5.4. Mexico: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.7.6. ModelOps Market - Brazil
      • 9.7.6.1. Brazil: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.7.6.2. Brazil: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.7.6.3. Brazil: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.7.6.4. Brazil: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.7.7. ModelOps Market - Argentina
      • 9.7.7.1. Argentina: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.7.7.2. Argentina: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.7.7.3. Argentina: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.7.7.4. Argentina: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
    • 9.7.8. ModelOps Market - Rest of Latin America
      • 9.7.8.1. Rest of Latin America: ModelOps Market, by Offering, 2019-2032 (USD Billion)
      • 9.7.8.2. Rest of Latin America: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
      • 9.7.8.3. Rest of Latin America: ModelOps Market, by Application, 2019-2032 (USD Billion)
      • 9.7.8.4. Rest of Latin America: ModelOps Market, by Verticals, 2019-2032 (USD Billion)

10. Competitive Landscape

  • 10.1. Expansion and Acquisition Analysis
    • 10.1.1. Expansion
    • 10.1.2. Acquisitions
  • 10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

  • 11.1. Altair Engineering Inc.
    • 11.1.1. Company Overview
    • 11.1.2. Financial Performance
    • 11.1.3. Product Benchmarking
    • 11.1.4. Recent Development
  • 11.2. C3.ai, Inc.
    • 11.2.1. Company Overview
    • 11.2.2. Financial Performance
    • 11.2.3. Product Benchmarking
    • 11.2.4. Recent Development
  • 11.3. Cloud Software Group, Inc.
    • 11.3.1. Company Overview
    • 11.3.2. Financial Performance
    • 11.3.3. Product Benchmarking
    • 11.3.4. Recent Development
  • 11.4. Databricks
    • 11.4.1. Company Overview
    • 11.4.2. Financial Performance
    • 11.4.3. Product Benchmarking
    • 11.4.4. Recent Development
  • 11.5. DataKitchen, Inc.
    • 11.5.1. Company Overview
    • 11.5.2. Financial Performance
    • 11.5.3. Product Benchmarking
    • 11.5.4. Recent Development
  • 11.6. Datatron
    • 11.6.1. Company Overview
    • 11.6.2. Financial Performance
    • 11.6.3. Product Benchmarking
    • 11.6.4. Recent Development
  • 11.7. Domino Data Lab, Inc.
    • 11.7.1. Company Overview
    • 11.7.2. Financial Performance
    • 11.7.3. Product Benchmarking
    • 11.7.4. Recent Development
  • 11.8. Giggso
    • 11.8.1. Company Overview
    • 11.8.2. Financial Performance
    • 11.8.3. Product Benchmarking
    • 11.8.4. Recent Development
  • 11.9. IBM
    • 11.9.1. Company Overview
    • 11.9.2. Financial Performance
    • 11.9.3. Product Benchmarking
    • 11.9.4. Recent Development
  • 11.10. LeewayHertz
    • 11.10.1. Company Overview
    • 11.10.2. Financial Performance
    • 11.10.3. Product Benchmarking
    • 11.10.4. Recent Development
  • 11.11. Minitab, LLC
    • 11.11.1. Company Overview
    • 11.11.2. Financial Performance
    • 11.11.3. Product Benchmarking
    • 11.11.4. Recent Development
  • 11.12. ModelOp
    • 11.12.1. Company Overview
    • 11.12.2. Financial Performance
    • 11.12.3. Product Benchmarking
    • 11.12.4. Recent Development
  • 11.13. Palantir Technologies Inc.
    • 11.13.1. Company Overview
    • 11.13.2. Financial Performance
    • 11.13.3. Product Benchmarking
    • 11.13.4. Recent Development
  • 11.14. SAS Institute Inc.
    • 11.14.1. Company Overview
    • 11.14.2. Financial Performance
    • 11.14.3. Product Benchmarking
    • 11.14.4. Recent Development
  • 11.15. Sparkling Logic
    • 11.15.1. Company Overview
    • 11.15.2. Financial Performance
    • 11.15.3. Product Benchmarking
    • 11.15.4. Recent Development
  • 11.16. Teradata
    • 11.16.1. Company Overview
    • 11.16.2. Financial Performance
    • 11.16.3. Product Benchmarking
    • 11.16.4. Recent Development
  • 11.17. Veritone, Inc.
    • 11.17.1. Company Overview
    • 11.17.2. Financial Performance
    • 11.17.3. Product Benchmarking
    • 11.17.4. Recent Development
  • 11.18. Verta
    • 11.18.1. Company Overview
    • 11.18.2. Financial Performance
    • 11.18.3. Product Benchmarking
    • 11.18.4. Recent Development

List of Tables:

  • Table 1 Global ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 2 Global ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 3 Global ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 4 Global ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 5 North America: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 6 North America: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 7 North America: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 8 North America: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 9 U.S.: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 10 U.S.: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 11 U.S.: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 12 U.S.: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 13 Canada: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 14 Canada: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 15 Canada: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 16 Canada: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 17 Europe: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 18 Europe: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 19 Europe: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 20 Europe: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 21 UK: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 22 UK: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 23 UK: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 24 UK: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 25 France: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 26 France: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 27 France: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 28 France: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 29 Germany: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 30 Germany: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 31 Germany: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 32 Germany: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 33 Italy: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 34 Italy: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 35 Italy: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 36 Italy: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 37 Spain: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 38 Spain: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 39 Spain: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 40 Spain: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 41 Netherlands: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 42 Netherlands: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 43 Netherlands: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 44 Netherlands: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 45 Russia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 46 Russia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 47 Russia: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 48 Russia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 49 Rest of Europe: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 50 Rest of Europe: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 51 Rest of Europe: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 52 Rest of Europe: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 53 Asia Pacific: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 54 Asia Pacific: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 55 Asia Pacific: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 56 Asia Pacific: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 57 China: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 58 China: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 59 China: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 60 China: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 61 India: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 62 India: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 63 India: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 64 India: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 65 Malaysia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 66 Malaysia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 67 Malaysia: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 68 Malaysia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 69 Japan: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 70 Japan: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 71 Japan: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 72 Japan: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 73 Indonesia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 74 Indonesia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 75 Indonesia: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 76 Indonesia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 77 South Korea: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 78 South Korea: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 79 South Korea: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 80 South Korea: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 81 Australia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 82 Australia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 83 Australia: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 84 Australia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 85 Rest of Asia Pacific: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 86 Rest of Asia Pacific: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 87 Rest of Asia Pacific: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 88 Rest of Asia Pacific: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 89 Middle East & Africa: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 90 Middle East & Africa: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 91 Middle East & Africa: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 92 Middle East & Africa: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 93 Saudi Arabia: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 94 Saudi Arabia: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 95 Saudi Arabia: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 96 Saudi Arabia: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 97 UAE: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 98 UAE: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 99 UAE: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 100 UAE: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 101 Israel: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 102 Israel: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 103 Israel: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 104 Israel: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 105 South Africa: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 106 South Africa: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 107 South Africa: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 108 South Africa: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 109 Rest of Middle East & Africa: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 110 Rest of Middle East & Africa: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 111 Rest of Middle East & Africa: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 112 Rest of Middle East & Africa: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 113 Latin America: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 114 Latin America: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 115 Latin America: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 116 Latin America: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 117 Mexico: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 118 Mexico: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 119 Mexico: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 120 Mexico: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 121 Brazil: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 122 Brazil: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 123 Brazil: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 124 Brazil: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 125 Argentina: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 126 Argentina: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 127 Argentina: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 128 Argentina: ModelOps Market, by Verticals, 2019-2032 (USD Billion)
  • Table 129 Rest of Latin America: ModelOps Market, by Offering, 2019-2032 (USD Billion)
  • Table 130 Rest of Latin America: ModelOps Market, by Model Type, 2019-2032 (USD Billion)
  • Table 131 Rest of Latin America: ModelOps Market, by Application, 2019-2032 (USD Billion)
  • Table 132 Rest of Latin America: ModelOps Market, by Verticals, 2019-2032 (USD Billion)

List of Figures:

  • Figure 1. Global ModelOps Market, 2019-2032 (USD Billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Price
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Offering
  • Figure 7. Global ModelOps Market, by Offering, 2023 & 2032 (USD Billion)
  • Figure 8. Market by Model Type
  • Figure 9. Global ModelOps Market, by Model Type, 2023 & 2032 (USD Billion)
  • Figure 10. Market by Application
  • Figure 11. Global ModelOps Market, by Application, 2023 & 2032 (USD Billion)
  • Figure 12. Market by Verticals
  • Figure 13. Global ModelOps Market, by Verticals, 2023 & 2032 (USD Billion)
  • Figure 14. Global ModelOps Market Assessment, By Geography, 2019-2032 (USD Billion)
  • Figure 15. Strategic Analysis - Global ModelOps Market