LAMEA 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 Latin America, Middle East and Africa ModelOps Market would witness market growth of 43.3% CAGR during the forecast period (2024-2031).

The Brazil market dominated the LAMEA ModelOps Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $1,203.1 million by 2031. The Argentina market is showcasing a CAGR of 44.1% during (2024 - 2031). Additionally, The UAE market would register a CAGR of 41.8% during (2024 - 2031).

The integration of this with other operational frameworks, such as DevOps and MLOps, is another significant trend shaping the market. While DevOps focuses on automating and streamlining the development and deployment of software applications, and MLOps extends these principles to machine learning workflows, this takes a broader approach by addressing the unique challenges of operationalizing AI models.

The economic benefits of ModelOps cannot be overlooked. Organizations can significantly reduce operational overhead and resource consumption by automating model lifecycle management. This translates into cost savings, faster time-to-market for AI solutions, and improved return on investment (ROI) for AI projects. Furthermore, they empowers organizations to expand their artificial intelligence operations without a corresponding rise in operational complexity, thereby rendering it a cost-effective solution for enterprises of varying sizes.

Government initiatives across LAMEA, aimed at fostering AI adoption and innovation, create a supportive ecosystem for ModelOps. Brazil, recognized as the largest economy in Latin America, is experiencing significant expansion in the retail and e-commerce sectors, thereby driving an increased demand for this. E-commerce platforms increasingly adopt AI for dynamic pricing, personalized recommendations, and inventory optimization. The adoption of Industry 4.0 technologies, including AI, is reshaping the manufacturing landscape, with AI models used for predictive maintenance, process optimization, and quality assurance. These platforms enable manufacturers to manage the lifecycle of these AI models effectively, ensuring consistent performance and scalability. The government's investments in AI research and industrial innovation through initiatives such as the National Strategy for Data & AI (NSDAI) have further boosted the adoption of AI and ModelOps in the manufacturing sector. As Saudi Arabia accelerates its industrial modernization, this is becoming essential for operationalizing AI in high-stakes environments. Thus, with its varied industries and growing digital transformation, LAMEA offers significant potential for expanding these solutions.

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 Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.

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.

LAMEA 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

Brazil
Argentina
UAE
Saudi Arabia
South Africa
Nigeria
Rest of LAMEA

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 LAMEA ModelOps Market, by Offering
- 1.4.2 LAMEA ModelOps Market, by Model
- 1.4.3 LAMEA ModelOps Market, by Deployment
- 1.4.4 LAMEA ModelOps Market, by Vertical
- 1.4.5 LAMEA ModelOps Market, by Application
- 1.4.6 LAMEA 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. LAMEA ModelOps Market by Offering

5.1 LAMEA Platforms Market by Country
5.2 LAMEA Services Market by Country

Chapter 6. LAMEA ModelOps Market by Model

6.1 LAMEA ML Models Market by Country
6.2 LAMEA Graph-Based Models Market by Country
6.3 LAMEA Rule & Heuristic Models Market by Country
6.4 LAMEA Linguistic Models Market by Country
6.5 LAMEA Agent-Based Models & Others Market by Country

Chapter 7. LAMEA ModelOps Market by Deployment

7.1 LAMEA Cloud Market by Country
7.2 LAMEA On-Premise Market by Country

Chapter 8. LAMEA ModelOps Market by Vertical

8.1 LAMEA BFSI Market by Country
8.2 LAMEA Retail & E-Commerce Market by Country
8.3 LAMEA Healthcare & Life Sciences Market by Country
8.4 LAMEA Manufacturing Market by Country
8.5 LAMEA IT & Telecommunications Market by Country
8.6 LAMEA Transportation & Logistics Market by Country
8.7 LAMEA Energy, Utilities & Others Market by Country

Chapter 9. LAMEA ModelOps Market by Application

9.1 LAMEA Continuous Integration/ Continuous Deployment Market by Country
9.2 LAMEA Model Lifecycle Management Market by Country
9.3 LAMEA Batch Scoring Market by Country
9.4 LAMEA Governance, Risk & Compliance Market by Country
9.5 LAMEA Monitoring & Alerting Market by Country
9.6 LAMEA Parallelization & Distributed Computing Market by Country
9.7 LAMEA Dashboard & Reporting Market by Country
9.8 LAMEA Other Application Market by Country

Chapter 10. LAMEA ModelOps Market by Country

10.1 Brazil ModelOps Market
- 10.1.1 Brazil ModelOps Market by Offering
- 10.1.2 Brazil ModelOps Market by Model
- 10.1.3 Brazil ModelOps Market by Deployment
- 10.1.4 Brazil ModelOps Market by Vertical
- 10.1.5 Brazil ModelOps Market by Application
10.2 Argentina ModelOps Market
- 10.2.1 Argentina ModelOps Market by Offering
- 10.2.2 Argentina ModelOps Market by Model
- 10.2.3 Argentina ModelOps Market by Deployment
- 10.2.4 Argentina ModelOps Market by Vertical
- 10.2.5 Argentina ModelOps Market by Application
10.3 UAE ModelOps Market
- 10.3.1 UAE ModelOps Market by Offering
- 10.3.2 UAE ModelOps Market by Model
- 10.3.3 UAE ModelOps Market by Deployment
- 10.3.4 UAE ModelOps Market by Vertical
- 10.3.5 UAE ModelOps Market by Application
10.4 Saudi Arabia ModelOps Market
- 10.4.1 Saudi Arabia ModelOps Market by Offering
- 10.4.2 Saudi Arabia ModelOps Market by Model
- 10.4.3 Saudi Arabia ModelOps Market by Deployment
- 10.4.4 Saudi Arabia ModelOps Market by Vertical
- 10.4.5 Saudi Arabia ModelOps Market by Application
10.5 South Africa ModelOps Market
- 10.5.1 South Africa ModelOps Market by Offering
- 10.5.2 South Africa ModelOps Market by Model
- 10.5.3 South Africa ModelOps Market by Deployment
- 10.5.4 South Africa ModelOps Market by Vertical
- 10.5.5 South Africa ModelOps Market by Application
10.6 Nigeria ModelOps Market
- 10.6.1 Nigeria ModelOps Market by Offering
- 10.6.2 Nigeria ModelOps Market by Model
- 10.6.3 Nigeria ModelOps Market by Deployment
- 10.6.4 Nigeria ModelOps Market by Vertical
- 10.6.5 Nigeria ModelOps Market by Application
10.7 Rest of LAMEA ModelOps Market
- 10.7.1 Rest of LAMEA ModelOps Market by Offering
- 10.7.2 Rest of LAMEA ModelOps Market by Model
- 10.7.3 Rest of LAMEA ModelOps Market by Deployment
- 10.7.4 Rest of LAMEA ModelOps Market by Vertical
- 10.7.5 Rest of LAMEA 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 LAMEA ModelOps Market, 2020 - 2023, USD Million
TABLE 2 LAMEA ModelOps Market, 2024 - 2031, USD Million
TABLE 3 LAMEA ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 4 LAMEA ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 5 LAMEA Platforms Market by Country, 2020 - 2023, USD Million
TABLE 6 LAMEA Platforms Market by Country, 2024 - 2031, USD Million
TABLE 7 LAMEA Services Market by Country, 2020 - 2023, USD Million
TABLE 8 LAMEA Services Market by Country, 2024 - 2031, USD Million
TABLE 9 LAMEA ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 10 LAMEA ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 11 LAMEA ML Models Market by Country, 2020 - 2023, USD Million
TABLE 12 LAMEA ML Models Market by Country, 2024 - 2031, USD Million
TABLE 13 LAMEA Graph-Based Models Market by Country, 2020 - 2023, USD Million
TABLE 14 LAMEA Graph-Based Models Market by Country, 2024 - 2031, USD Million
TABLE 15 LAMEA Rule & Heuristic Models Market by Country, 2020 - 2023, USD Million
TABLE 16 LAMEA Rule & Heuristic Models Market by Country, 2024 - 2031, USD Million
TABLE 17 LAMEA Linguistic Models Market by Country, 2020 - 2023, USD Million
TABLE 18 LAMEA Linguistic Models Market by Country, 2024 - 2031, USD Million
TABLE 19 LAMEA Agent-Based Models & Others Market by Country, 2020 - 2023, USD Million
TABLE 20 LAMEA Agent-Based Models & Others Market by Country, 2024 - 2031, USD Million
TABLE 21 LAMEA ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 22 LAMEA ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 23 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
TABLE 24 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
TABLE 25 LAMEA On-Premise Market by Country, 2020 - 2023, USD Million
TABLE 26 LAMEA On-Premise Market by Country, 2024 - 2031, USD Million
TABLE 27 LAMEA ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 28 LAMEA ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 29 LAMEA BFSI Market by Country, 2020 - 2023, USD Million
TABLE 30 LAMEA BFSI Market by Country, 2024 - 2031, USD Million
TABLE 31 LAMEA Retail & E-Commerce Market by Country, 2020 - 2023, USD Million
TABLE 32 LAMEA Retail & E-Commerce Market by Country, 2024 - 2031, USD Million
TABLE 33 LAMEA Healthcare & Life Sciences Market by Country, 2020 - 2023, USD Million
TABLE 34 LAMEA Healthcare & Life Sciences Market by Country, 2024 - 2031, USD Million
TABLE 35 LAMEA Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 36 LAMEA Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 37 LAMEA IT & Telecommunications Market by Country, 2020 - 2023, USD Million
TABLE 38 LAMEA IT & Telecommunications Market by Country, 2024 - 2031, USD Million
TABLE 39 LAMEA Transportation & Logistics Market by Country, 2020 - 2023, USD Million
TABLE 40 LAMEA Transportation & Logistics Market by Country, 2024 - 2031, USD Million
TABLE 41 LAMEA Energy, Utilities & Others Market by Country, 2020 - 2023, USD Million
TABLE 42 LAMEA Energy, Utilities & Others Market by Country, 2024 - 2031, USD Million
TABLE 43 LAMEA ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 44 LAMEA ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 45 LAMEA Continuous Integration/ Continuous Deployment Market by Country, 2020 - 2023, USD Million
TABLE 46 LAMEA Continuous Integration/ Continuous Deployment Market by Country, 2024 - 2031, USD Million
TABLE 47 LAMEA Model Lifecycle Management Market by Country, 2020 - 2023, USD Million
TABLE 48 LAMEA Model Lifecycle Management Market by Country, 2024 - 2031, USD Million
TABLE 49 LAMEA Batch Scoring Market by Country, 2020 - 2023, USD Million
TABLE 50 LAMEA Batch Scoring Market by Country, 2024 - 2031, USD Million
TABLE 51 LAMEA Governance, Risk & Compliance Market by Country, 2020 - 2023, USD Million
TABLE 52 LAMEA Governance, Risk & Compliance Market by Country, 2024 - 2031, USD Million
TABLE 53 LAMEA Monitoring & Alerting Market by Country, 2020 - 2023, USD Million
TABLE 54 LAMEA Monitoring & Alerting Market by Country, 2024 - 2031, USD Million
TABLE 55 LAMEA Parallelization & Distributed Computing Market by Country, 2020 - 2023, USD Million
TABLE 56 LAMEA Parallelization & Distributed Computing Market by Country, 2024 - 2031, USD Million
TABLE 57 LAMEA Dashboard & Reporting Market by Country, 2020 - 2023, USD Million
TABLE 58 LAMEA Dashboard & Reporting Market by Country, 2024 - 2031, USD Million
TABLE 59 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
TABLE 60 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
TABLE 61 LAMEA ModelOps Market by Country, 2020 - 2023, USD Million
TABLE 62 LAMEA ModelOps Market by Country, 2024 - 2031, USD Million
TABLE 63 Brazil ModelOps Market, 2020 - 2023, USD Million
TABLE 64 Brazil ModelOps Market, 2024 - 2031, USD Million
TABLE 65 Brazil ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 66 Brazil ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 67 Brazil ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 68 Brazil ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 69 Brazil ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 70 Brazil ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 71 Brazil ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 72 Brazil ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 73 Brazil ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 74 Brazil ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 75 Argentina ModelOps Market, 2020 - 2023, USD Million
TABLE 76 Argentina ModelOps Market, 2024 - 2031, USD Million
TABLE 77 Argentina ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 78 Argentina ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 79 Argentina ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 80 Argentina ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 81 Argentina ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 82 Argentina ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 83 Argentina ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 84 Argentina ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 85 Argentina ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 86 Argentina ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 87 UAE ModelOps Market, 2020 - 2023, USD Million
TABLE 88 UAE ModelOps Market, 2024 - 2031, USD Million
TABLE 89 UAE ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 90 UAE ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 91 UAE ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 92 UAE ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 93 UAE ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 94 UAE ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 95 UAE ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 96 UAE ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 97 UAE ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 98 UAE ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 99 Saudi Arabia ModelOps Market, 2020 - 2023, USD Million
TABLE 100 Saudi Arabia ModelOps Market, 2024 - 2031, USD Million
TABLE 101 Saudi Arabia ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 102 Saudi Arabia ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 103 Saudi Arabia ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 104 Saudi Arabia ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 105 Saudi Arabia ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 106 Saudi Arabia ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 107 Saudi Arabia ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 108 Saudi Arabia ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 109 Saudi Arabia ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 110 Saudi Arabia ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 111 South Africa ModelOps Market, 2020 - 2023, USD Million
TABLE 112 South Africa ModelOps Market, 2024 - 2031, USD Million
TABLE 113 South Africa ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 114 South Africa ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 115 South Africa ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 116 South Africa ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 117 South Africa ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 118 South Africa ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 119 South Africa ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 120 South Africa ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 121 South Africa ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 122 South Africa ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 123 Nigeria ModelOps Market, 2020 - 2023, USD Million
TABLE 124 Nigeria ModelOps Market, 2024 - 2031, USD Million
TABLE 125 Nigeria ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 126 Nigeria ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 127 Nigeria ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 128 Nigeria ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 129 Nigeria ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 130 Nigeria ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 131 Nigeria ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 132 Nigeria ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 133 Nigeria ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 134 Nigeria ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 135 Rest of LAMEA ModelOps Market, 2020 - 2023, USD Million
TABLE 136 Rest of LAMEA ModelOps Market, 2024 - 2031, USD Million
TABLE 137 Rest of LAMEA ModelOps Market by Offering, 2020 - 2023, USD Million
TABLE 138 Rest of LAMEA ModelOps Market by Offering, 2024 - 2031, USD Million
TABLE 139 Rest of LAMEA ModelOps Market by Model, 2020 - 2023, USD Million
TABLE 140 Rest of LAMEA ModelOps Market by Model, 2024 - 2031, USD Million
TABLE 141 Rest of LAMEA ModelOps Market by Deployment, 2020 - 2023, USD Million
TABLE 142 Rest of LAMEA ModelOps Market by Deployment, 2024 - 2031, USD Million
TABLE 143 Rest of LAMEA ModelOps Market by Vertical, 2020 - 2023, USD Million
TABLE 144 Rest of LAMEA ModelOps Market by Vertical, 2024 - 2031, USD Million
TABLE 145 Rest of LAMEA ModelOps Market by Application, 2020 - 2023, USD Million
TABLE 146 Rest of LAMEA ModelOps Market by Application, 2024 - 2031, USD Million
TABLE 147 Key Information - H2O.ai, Inc.
TABLE 148 Key Information - Amazon Web Services, Inc.
TABLE 149 Key Information - Google LLC
TABLE 150 Key Information - Hewlett Packard Enterprise Company
TABLE 151 Key Information - IBM Corporation
TABLE 152 Key Information - Cloudera, Inc.
TABLE 153 Key Information - Microsoft Corporation
TABLE 154 Key Information - SAS Institute, Inc.
TABLE 155 Key Information - DataRobot, Inc.
TABLE 156 Key Information - Domino Data Lab, Inc.

LAMEA 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

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