Asia Pacific 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 Europe ModelOps Market would witness market growth of 39.7% CAGR during the forecast period (2024-2031).

The Germany market dominated the Europe ModelOps Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $3,769.6 million by 2031. The UK market is exhibiting a CAGR of 38.5% during (2024 - 2031). Additionally, The France market would experience a CAGR of 40.9% during (2024 - 2031).

At its core, they offers a structured approach to managing the entire lifecycle of AI and ML models, from development to retirement. This includes automating key tasks such as model deployment, performance monitoring, version control, and retraining. Automation is a critical feature of this, as it allows organizations to handle the increasing complexity and volume of models being deployed across multiple environments, including cloud, on-premises, and edge computing.

The increasing reliance on AI to drive innovation and improve business outcomes has created a growing demand for scalable AI solutions that can handle the complexities of deploying, monitoring, and maintaining models across diverse environments. As organizations scale their AI initiatives, they face challenges such as ensuring consistent performance, managing multiple models, and addressing the unique requirements of cloud, on-premises, or edge deployments.

This market in Europe is marked by its diverse applications across key industries, underpinned by the region's focus on innovation, sustainability, and compliance. France is witnessing increased demand for this in the energy and utilities sector as the country transitions toward renewable energy and smart grids. AI models are being deployed to optimize energy distribution, predict equipment failures, and enhance the efficiency of renewable energy sources like wind and solar. The UK government's £200 million investment in the 5G Testbeds and Trials Programme, part of a £1 billion initiative to support digital infrastructure, aims to accelerate the adoption of advanced technologies. These advancements necessitate the implementation of these solutions to oversee the deployment and monitoring of machine learning models, thereby ensuring the integrity and resilience of the nation's expanding digital infrastructure. Thus, with strong government support, stringent regulations, and ambitious digital transformation strategies, Europe offers a dynamic and fast-evolving landscape for ModelOps adoption.

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 Germany, UK, France, Russia, Spain, Italy, and Rest of Europe.

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.

Europe 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

Germany
UK
France
Russia
Spain
Italy
Rest of Europe

Chapter 1. Market Scope & Methodology

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

5.1 Europe Platforms Market by Country
5.2 Europe Services Market by Country

Chapter 6. Europe ModelOps Market by Model

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

Chapter 7. Europe ModelOps Market by Deployment

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

Chapter 8. Europe ModelOps Market by Vertical

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

Chapter 9. Europe ModelOps Market by Application

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

Chapter 10. Europe ModelOps Market by Country

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

Asia Pacific 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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