Global ModelOps Market Size, Share, Trends, Industry Analysis Report: Information 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

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