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North America ModelOps Market Size, Share & Trends Analysis Report By Offering (Platforms, and Services), By Model, By Deployment (Cloud, and On-Premise), By Vertical, By Application, By Country and Growth Forecast, 2024 - 2031

Best Price Guarantee Length Publisher Published Date SKU
from $1,500 138 Pages Knowledge Based Value (KBV) Research January, 2025 KBV19553947
Best Price Guarantee
Price from $1,500
Length 138 Pages
Publisher Knowledge Based Value (KBV) Research
Published Date January, 2025
SKU KBV19553947

The North America ModelOps Market would witness market growth of 39.4% CAGR during the forecast period (2024-2031).

The US market dominated the North America ModelOps Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $14,493.8 million by 2031. The Canada market is experiencing a CAGR of 42.3% during (2024 - 2031). Additionally, The Mexico market would exhibit a CAGR of 41.2% during (2024 - 2031).

This is a set of practices, processes, and tools designed to manage the deployment, monitoring, governance, and lifecycle of AI (Artificial Intelligence) and ML (Machine Learning) models in production environments. It serves to connect data science teams engaged in the development of these models with IT operations teams tasked with their deployment and maintenance.

The demand for this has grown alongside the proliferation of AI and ML applications across various sectors, including healthcare, finance, retail, manufacturing, and telecommunications. Companies leverage AI models for diverse use cases, such as predictive analytics, fraud detection, customer behavior analysis, and supply chain optimization.

This market in North America is characterized by its diverse applications across industries and strong government support for AI innovation. The region benefits from a well-established AI ecosystem, extensive investments in research and development, and a regulatory framework emphasizing transparency and accountability. Canada’s focus on enhancing healthcare delivery through AI-powered diagnostics, treatment recommendations, and patient management systems has increased reliance on AI models. These models often operate in critical environments where precision, reliability, and compliance with privacy laws like the Personal Information Protection and Electronic Documents Act (PIPEDA) are paramount. These solutions address these requirements by offering tools for continuous monitoring, auditing, and updating AI models, ensuring they remain accurate and compliant. Government initiatives such as Canada’s Pan-Canadian Artificial Intelligence Strategy, which promotes AI research and adoption, further support the integration of this in healthcare systems. Hence, the region will present lucrative growth opportunities for the market throughout the forecast period.

Based on Offering, the market is segmented into Platforms, and Services. Based on Model, the market is segmented into ML Models, Graph-Based Models, Rule & Heuristic Models, Linguistic Models, and Agent-Based Models & Others. Based on Deployment, the market is segmented into Cloud, and On-Premise. Based on Vertical, the market is segmented into BFSI, Retail & E-Commerce, Healthcare & Life Sciences, Manufacturing, IT & Telecommunications, Transportation & Logistics, and Energy, Utilities & Others. Based on Application, the market is segmented into Continuous Integration/ Continuous Deployment, Model Lifecycle Management, Batch Scoring, Governance, Risk & Compliance, Monitoring & Alerting, Parallelization & Distributed Computing, Dashboard & Reporting, and Other Application. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.

List of Key Companies Profiled

  • Google LLC (Alphabet Inc.)
  • Hewlett Packard Enterprise Company
  • IBM Corporation
  • Microsoft Corporation
  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • H2O.ai, Inc.
  • Cloudera, Inc.
  • SAS Institute Inc.
  • DataRobot, Inc.
  • Domino Data Lab, Inc.
North America ModelOps Market Report Segmentation

By Offering
  • Platforms
  • Services
By Model
  • ML Models
  • Graph-Based Models
  • Rule & Heuristic Models
  • Linguistic Models
  • Agent-Based Models & Others
By Deployment
  • Cloud
  • On-Premise
By Vertical
  • BFSI
  • Retail & E-Commerce
  • Healthcare & Life Sciences
  • Manufacturing
  • IT & Telecommunications
  • Transportation & Logistics
  • Energy, Utilities & Others
By Application
  • Continuous Integration/ Continuous Deployment
  • Model Lifecycle Management
  • Batch Scoring
  • Governance, Risk & Compliance
  • Monitoring & Alerting
  • Parallelization & Distributed Computing
  • Dashboard & Reporting
  • Other Application
By Country
  • US
  • Canada
  • Mexico
  • Rest of North America


Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America ModelOps Market, by Offering
1.4.2 North America ModelOps Market, by Model
1.4.3 North America ModelOps Market, by Deployment
1.4.4 North America ModelOps Market, by Vertical
1.4.5 North America ModelOps Market, by Application
1.4.6 North America ModelOps Market, by Country
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges
Chapter 4. Competition Analysis – Global
4.1 Market Share Analysis, 2023
4.2 Strategies Deployed in ModelOps Market
4.3 Porter Five Forces Analysis
Chapter 5. North America ModelOps Market by Offering
5.1 North America Platforms Market by Region
5.2 North America Services Market by Region
Chapter 6. North America ModelOps Market by Model
6.1 North America ML Models Market by Country
6.2 North America Graph-Based Models Market by Country
6.3 North America Rule & Heuristic Models Market by Country
6.4 North America Linguistic Models Market by Country
6.5 North America Agent-Based Models & Others Market by Country
Chapter 7. North America ModelOps Market by Deployment
7.1 North America Cloud Market by Country
7.2 North America On-Premise Market by Country
Chapter 8. North America ModelOps Market by Vertical
8.1 North America BFSI Market by Country
8.2 North America Retail & E-Commerce Market by Country
8.3 North America Healthcare & Life Sciences Market by Country
8.4 North America Manufacturing Market by Country
8.5 North America IT & Telecommunications Market by Country
8.6 North America Transportation & Logistics Market by Country
8.7 North America Energy, Utilities & Others Market by Country
Chapter 9. North America ModelOps Market by Application
9.1 North America Continuous Integration/ Continuous Deployment Market by Country
9.2 North America Model Lifecycle Management Market by Country
9.3 North America Batch Scoring Market by Country
9.4 North America Governance, Risk & Compliance Market by Country
9.5 North America Monitoring & Alerting Market by Country
9.6 North America Parallelization & Distributed Computing Market by Country
9.7 North America Dashboard & Reporting Market by Country
9.8 North America Other Application Market by Country
Chapter 10. North America ModelOps Market by Country
10.1 US ModelOps Market
10.1.1 US ModelOps Market by Offering
10.1.2 US ModelOps Market by Model
10.1.3 US ModelOps Market by Deployment
10.1.4 US ModelOps Market by Vertical
10.1.5 US ModelOps Market by Application
10.2 Canada ModelOps Market
10.2.1 Canada ModelOps Market by Offering
10.2.2 Canada ModelOps Market by Model
10.2.3 Canada ModelOps Market by Deployment
10.2.4 Canada ModelOps Market by Vertical
10.2.5 Canada ModelOps Market by Application
10.3 Mexico ModelOps Market
10.3.1 Mexico ModelOps Market by Offering
10.3.2 Mexico ModelOps Market by Model
10.3.3 Mexico ModelOps Market by Deployment
10.3.4 Mexico ModelOps Market by Vertical
10.3.5 Mexico ModelOps Market by Application
10.4 Rest of North America ModelOps Market
10.4.1 Rest of North America ModelOps Market by Offering
10.4.2 Rest of North America ModelOps Market by Model
10.4.3 Rest of North America ModelOps Market by Deployment
10.4.4 Rest of North America ModelOps Market by Vertical
10.4.5 Rest of North America ModelOps Market by Application
Chapter 11. Company Profiles
11.1 H2O.ai, Inc.
11.1.1 Company Overview
11.2 Amazon Web Services, Inc. (Amazon.com, Inc.)
11.2.1 Company Overview
11.2.2 Financial Analysis
11.2.3 Segmental Analysis
11.2.4 Recent strategies and developments:
11.2.4.1 Partnerships, Collaborations, and Agreements:
11.2.5 SWOT Analysis
11.3 Google LLC (Alphabet Inc.)
11.3.1 Company Overview
11.3.2 Financial Analysis
11.3.3 Segmental and Regional Analysis
11.3.4 Research & Development Expense
11.3.5 Recent strategies and developments:
11.3.5.1 Product Launches and Product Expansions:
11.3.6 SWOT Analysis
11.4 Hewlett Packard Enterprise Company
11.4.1 Company Overview
11.4.2 Financial Analysis
11.4.3 Segmental and Regional Analysis
11.4.4 Research & Development Expense
11.4.5 SWOT Analysis
11.5 IBM Corporation
11.5.1 Company Overview
11.5.2 Financial Analysis
11.5.3 Regional & Segmental Analysis
11.5.4 Research & Development Expenses
11.5.5 Recent strategies and developments:
11.5.5.1 Partnerships, Collaborations, and Agreements:
11.5.5.2 Product Launches and Product Expansions:
11.5.6 SWOT Analysis
11.6 Cloudera, Inc.
11.6.1 Company Overview
11.6.2 SWOT Analysis
11.7 Microsoft Corporation
11.7.1 Company Overview
11.7.2 Financial Analysis
11.7.3 Segmental and Regional Analysis
11.7.4 Research & Development Expenses
11.7.5 Recent strategies and developments:
11.7.5.1 Partnerships, Collaborations, and Agreements:
11.7.6 SWOT Analysis
11.8 SAS Institute, Inc.
11.8.1 Company Overview
11.8.2 SWOT Analysis
11.9 DataRobot, Inc.
11.9.1 Company Overview
11.9.2 Recent strategies and developments:
11.9.2.1 Partnerships, Collaborations, and Agreements:
11.9.3 SWOT Analysis
11.10. Domino Data Lab, Inc.
11.10.1 Company Overview

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