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

List of Tables

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

LIST OF TABLES

TABLE 1 North America ModelOps Market, 2020 - 2023, USD Million
TABLE 2 North America ModelOps Market, 2024 - 2031, USD Million
TABLE 3 North America ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 4 North America ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 5 North America Platforms Market by Region, 2020 - 2023, USD Million
TABLE 6 North America Platforms Market by Region, 2024 - 2031, USD Million
TABLE 7 North America Services Market by Region, 2020 - 2023, USD Million
TABLE 8 North America Services Market by Region, 2024 - 2031, USD Million
TABLE 9 North America ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 10 North America ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 11 North America ML Models Market by Country, 2020 - 2023, USD Million
TABLE 12 North America ML Models Market by Country, 2024 - 2031, USD Million
TABLE 13 North America Graph-Based Models Market by Country, 2020 - 2023, USD Million
TABLE 14 North America Graph-Based Models Market by Country, 2024 - 2031, USD Million
TABLE 15 North America Rule & Heuristic Models Market by Country, 2020 - 2023, USD Million
TABLE 16 North America Rule & Heuristic Models Market by Country, 2024 - 2031, USD Million
TABLE 17 North America Linguistic Models Market by Country, 2020 - 2023, USD Million
TABLE 18 North America Linguistic Models Market by Country, 2024 - 2031, USD Million
TABLE 19 North America Agent-Based Models & Others Market by Country, 2020 - 2023, USD Million
TABLE 20 North America Agent-Based Models & Others Market by Country, 2024 - 2031, USD Million
TABLE 21 North America ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 22 North America ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 23 North America Cloud Market by Country, 2020 - 2023, USD Million
TABLE 24 North America Cloud Market by Country, 2024 - 2031, USD Million
TABLE 25 North America On-Premise Market by Country, 2020 - 2023, USD Million
TABLE 26 North America On-Premise Market by Country, 2024 - 2031, USD Million
TABLE 27 North America ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 28 North America ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 29 North America BFSI Market by Country, 2020 - 2023, USD Million
TABLE 30 North America BFSI Market by Country, 2024 - 2031, USD Million
TABLE 31 North America Retail & E-Commerce Market by Country, 2020 - 2023, USD Million
TABLE 32 North America Retail & E-Commerce Market by Country, 2024 - 2031, USD Million
TABLE 33 North America Healthcare & Life Sciences Market by Country, 2020 - 2023, USD Million
TABLE 34 North America Healthcare & Life Sciences Market by Country, 2024 - 2031, USD Million
TABLE 35 North America Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 36 North America Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 37 North America IT & Telecommunications Market by Country, 2020 - 2023, USD Million
TABLE 38 North America IT & Telecommunications Market by Country, 2024 - 2031, USD Million
TABLE 39 North America Transportation & Logistics Market by Country, 2020 - 2023, USD Million
TABLE 40 North America Transportation & Logistics Market by Country, 2024 - 2031, USD Million
TABLE 41 North America Energy, Utilities & Others Market by Country, 2020 - 2023, USD Million
TABLE 42 North America Energy, Utilities & Others Market by Country, 2024 - 2031, USD Million
TABLE 43 North America ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 44 North America ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 45 North America Continuous Integration/ Continuous Deployment Market by Country, 2020 - 2023, USD Million
TABLE 46 North America Continuous Integration/ Continuous Deployment Market by Country, 2024 - 2031, USD Million
TABLE 47 North America Model Lifecycle Management Market by Country, 2020 - 2023, USD Million
TABLE 48 North America Model Lifecycle Management Market by Country, 2024 - 2031, USD Million
TABLE 49 North America Batch Scoring Market by Country, 2020 - 2023, USD Million
TABLE 50 North America Batch Scoring Market by Country, 2024 - 2031, USD Million
TABLE 51 North America Governance, Risk & Compliance Market by Country, 2020 - 2023, USD Million
TABLE 52 North America Governance, Risk & Compliance Market by Country, 2024 - 2031, USD Million
TABLE 53 North America Monitoring & Alerting Market by Country, 2020 - 2023, USD Million
TABLE 54 North America Monitoring & Alerting Market by Country, 2024 - 2031, USD Million
TABLE 55 North America Parallelization & Distributed Computing Market by Country, 2020 - 2023, USD Million
TABLE 56 North America Parallelization & Distributed Computing Market by Country, 2024 - 2031, USD Million
TABLE 57 North America Dashboard & Reporting Market by Country, 2020 - 2023, USD Million
TABLE 58 North America Dashboard & Reporting Market by Country, 2024 - 2031, USD Million
TABLE 59 North America Other Application Market by Country, 2020 - 2023, USD Million
TABLE 60 North America Other Application Market by Country, 2024 - 2031, USD Million
TABLE 61 North America ModelOps Market by Country, 2020 - 2023, USD Million
TABLE 62 North America ModelOps Market by Country, 2024 - 2031, USD Million
TABLE 63 US ModelOps Market, 2020 - 2023, USD Million
TABLE 64 US ModelOps Market, 2024 - 2031, USD Million
TABLE 65 US ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 66 US ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 67 US ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 68 US ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 69 US ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 70 US ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 71 US ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 72 US ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 73 US ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 74 US ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 75 Canada ModelOps Market, 2020 - 2023, USD Million
TABLE 76 Canada ModelOps Market, 2024 - 2031, USD Million
TABLE 77 Canada ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 78 Canada ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 79 Canada ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 80 Canada ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 81 Canada ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 82 Canada ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 83 Canada ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 84 Canada ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 85 Canada ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 86 Canada ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 87 Mexico ModelOps Market, 2020 - 2023, USD Million
TABLE 88 Mexico ModelOps Market, 2024 - 2031, USD Million
TABLE 89 Mexico ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 90 Mexico ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 91 Mexico ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 92 Mexico ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 93 Mexico ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 94 Mexico ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 95 Mexico ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 96 Mexico ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 97 Mexico ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 98 Mexico ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 99 Rest of North America ModelOps Market, 2020 - 2023, USD Million
TABLE 100 Rest of North America ModelOps Market, 2024 - 2031, USD Million
TABLE 101 Rest of North America ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 102 Rest of North America ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 103 Rest of North America ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 104 Rest of North America ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 105 Rest of North America ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 106 Rest of North America ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 107 Rest of North America ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 108 Rest of North America ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 109 Rest of North America ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 110 Rest of North America ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 111 Key Information - H2O.ai, Inc.
TABLE 112 Key Information - Amazon Web Services, Inc.
TABLE 113 Key Information - Google LLC
TABLE 114 Key Information - Hewlett Packard Enterprise Company
TABLE 115 Key Information - IBM Corporation
TABLE 116 Key Information - Cloudera, Inc.
TABLE 117 Key Information - Microsoft Corporation
TABLE 118 Key Information - SAS Institute, Inc.
TABLE 119 Key Information - DataRobot, Inc.
TABLE 120 Key Information - Domino Data Lab, Inc.

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

Description

Table of Contents