ModelOps

A Global Strategic Business Report

MCP32201

RESEARCH DASHBOARD

OCT 2025

RELEASE DATE

7091

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5850

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EXPERT INPUTS

41

COMPANIES

160

DATA TABLES

231

PAGES

2

EDITION

WHAT'S BEHIND OUR DATA?

140857226

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6080276

BRANDS TRACKED

1729341

FEATURED COMPANIES

22574

TOPICS COVERED

82719

MARKET SEGMENTS

91

KEY INDUSTRIES

1574

CURATION TEAM

4761909

DECISION MAKERS

EXECUTIVE ENGAGEMENTS BY TIER (55)

3

CXO

5

VICE PRESIDENT

10

DIRECTOR

25

MANAGER

12

MARKETING

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HIGHLIGHTS & REPORT INDEX

Global ModelOps Market to Reach US$43.2 Billion by 2030

The global market for ModelOps estimated at US$5.8 Billion in the year 2024, is expected to reach US$43.2 Billion by 2030, growing at a CAGR of 39.6% over the analysis period 2024-2030. ModelOps Platform, one of the segments analyzed in the report, is expected to record a 37.7% CAGR and reach US$29.8 Billion by the end of the analysis period. Growth in the ModelOps Services segment is estimated at 44.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$1.5 Billion While China is Forecast to Grow at 37.7% CAGR

The ModelOps market in the U.S. is estimated at US$1.5 Billion in the year 2024. China, the world`s second largest economy, is forecast to reach a projected market size of US$6.4 Billion by the year 2030 trailing a CAGR of 37.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 35.9% and 34.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 27.8% CAGR.

Global ModelOps Market - Key Trends & Drivers Summarized

What Is ModelOps, and Why Is It Transforming Enterprise AI Integration?
ModelOps, short for Model Operations, is a specialized framework designed to manage, deploy, and monitor artificial intelligence (AI) and machine learning (ML) models in production environments. It bridges the gap between data science and IT operations, ensuring that AI models transition seamlessly from development to deployment while maintaining optimal performance. Unlike traditional DevOps, which focuses on software lifecycle management, ModelOps emphasizes the lifecycle of AI models, including versioning, governance, and compliance. This approach is gaining traction as enterprises increasingly rely on AI to enhance decision-making, automate processes, and gain competitive advantages. The rapid adoption of digital transformation initiatives across industries has made ModelOps an essential tool in ensuring the scalability, efficiency, and accountability of AI systems.

How Is Technology Driving Innovations in ModelOps?
The ModelOps ecosystem is evolving rapidly due to advancements in underlying technologies such as automation, cloud computing, and containerization. Tools powered by AI and machine learning are now integrated into ModelOps frameworks to facilitate automated model monitoring, performance optimization, and anomaly detection. Cloud-based ModelOps platforms have democratized access to AI operations by offering scalability and flexibility to businesses of all sizes. Additionally, the rise of multi-cloud and hybrid cloud environments has introduced new complexities, prompting innovations in platform-agnostic ModelOps solutions. Real-time data analytics and the integration of robust security protocols have further enhanced the utility and reliability of these systems, addressing critical concerns such as data privacy and model bias.

Which Industries Are Adopting ModelOps, and How Are They Benefiting?
The adoption of ModelOps spans diverse industries, with each leveraging the framework to address unique challenges and opportunities. In the financial services sector, ModelOps is used to manage risk models, detect fraud, and enhance customer personalization through predictive analytics. Healthcare organizations rely on ModelOps to streamline diagnostics, improve patient care, and accelerate drug discovery processes. In manufacturing, it facilitates predictive maintenance and supply chain optimization. Retailers use ModelOps to enhance inventory management and improve marketing efficiency through customer segmentation models. The public sector is also adopting ModelOps to improve service delivery and decision-making in areas like urban planning and emergency response. The growing reliance on AI-driven solutions across all these sectors underscores the importance of ModelOps in ensuring model transparency, accuracy, and performance.

What Factors Are Driving the Growth of the ModelOps Market?
The growth in the ModelOps market is driven by several factors, including technological advancements, evolving enterprise needs, and changes in operational practices. The increasing complexity of AI model lifecycles has heightened the demand for robust ModelOps solutions that can handle version control, governance, and compliance with industry standards. Rising adoption of cloud-native technologies and multi-cloud environments has spurred the need for scalable ModelOps platforms that offer seamless integration. Enterprises are also seeking solutions to automate model monitoring and retraining, reducing operational inefficiencies and ensuring optimal performance. Regulatory pressures related to AI ethics, fairness, and accountability have further accelerated the adoption of ModelOps frameworks. Additionally, the growing emphasis on operationalizing AI for business value, coupled with the rising deployment of real-time AI systems in mission-critical applications, is significantly driving market growth.

SCOPE OF STUDY

The report analyzes the ModelOps market by the following Segments, and Geographic Regions/Countries:

Segments:

Offering (ModelOps Platform, ModelOps Services); Model Type (Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models, Other Model Types); Application (Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application, Other Applications); Vertical (BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical, Other Verticals).

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World..

SELECT PLAYERS

appengine.ai Inc; C3.ai, Inc.; Databricks, Inc.; DataKitchen; Datatron; Evidently AI, Inc; Giggso; IBM Corporation; iFusion Inc; Minitab LLC

AI INTEGRATIONS

We’re transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

I. METHODOLOGY

II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW

Trade Shocks, Uncertainty, and the Structural Rewiring of the Global Economy

How Trump’s Tariffs Impact the Market? The Big Question on Everyone’s Mind

Economic Frontiers: Trends, Trials & Transformations

ModelOps – Global Key Competitors Percentage Market Share in 2024 (E)

Competitive Market Presence - Strong/Active/Niche/Trivial for 41 Players Worldwide in 2024 (E)

2. FOCUS ON SELECT PLAYERS

3. MARKET TRENDS & DRIVERS

Accelerating Demand for Automated ML Drives Market Growth

Cloud-Native ModelOps Platforms Propel Scalability and Adoption

Investments in Explainable AI Boost Trust and Market Confidence

Industry-Specific AI Applications Expand Opportunities Across Sectors

Focus on Model Governance Fuels Demand for Compliance Solutions

Continuous Monitoring of AI Models Drives Operational Efficiency

ModelOps Integration With DevOps Enhances Scalability and Lifecycles

Pre-Built AI Solutions Create Opportunities for Faster Deployments

Advancements in Automation Tools Stimulate Broader Adoption of ModelOps

AI Democratization Expands Usability Across Non-Technical Teams

Predictive Analytics Adoption Drives Growth Across Industries

Generative AI Usage Propels Innovation and Customization in ModelOps Solutions

4. GLOBAL MARKET PERSPECTIVE

World ModelOps Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030

World Recent Past, Current & Future Analysis for ModelOps by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for ModelOps by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030

World Recent Past, Current & Future Analysis for ModelOps Platform by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for ModelOps Platform by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for ModelOps Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for ModelOps Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Continuous Integration / Continuous Deployment Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Continuous Integration / Continuous Deployment Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Monitoring & Alerting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Monitoring & Alerting Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Dashboard & Reporting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Dashboard & Reporting Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Model Lifecycle Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Model Lifecycle Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Governance, Risk & Compliance Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Governance, Risk & Compliance Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Parallelization & Distributed Computing Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Parallelization & Distributed Computing Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Batch Scoring Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Batch Scoring Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for BFSI Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for BFSI Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Retail & E-Commerce Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Retail & E-Commerce Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Healthcare & Life Sciences Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Healthcare & Life Sciences Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Telecommunications Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Telecommunications Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Government & Defense Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Government & Defense Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for IT / ITeS Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for IT / ITeS Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Energy & Utilities Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Energy & Utilities Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Machine Learning Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Machine Learning Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Graph-based Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Graph-based Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Rule & Heuristic Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Rule & Heuristic Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Linguistic Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Linguistic Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Agent-based Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Agent-based Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Bring Your Own Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Bring Your Own Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

World Recent Past, Current & Future Analysis for Other Model Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World 6-Year Perspective for Other Model Types by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

UNITED STATES

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)

USA Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

USA Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

USA Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

USA Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

CANADA

Canada Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Canada Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Canada Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Canada Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

JAPAN

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)

Japan Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Japan Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Japan Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Japan Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

CHINA

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)

China Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

China Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

China Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

China Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

EUROPE

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)

Europe Recent Past, Current & Future Analysis for ModelOps by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

Europe 6-Year Perspective for ModelOps by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030

Europe Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Europe Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Europe Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Europe Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

FRANCE

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)

France Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

France Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

France Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

France Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

GERMANY

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)

Germany Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Germany Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Germany Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Germany Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

ITALY

Italy Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Italy Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Italy Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Italy Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

UNITED KINGDOM

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)

UK Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

UK Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

UK Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

UK Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

REST OF EUROPE

Rest of Europe Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Rest of Europe Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Rest of Europe Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Rest of Europe Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

ASIA-PACIFIC

ModelOps Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)

Asia-Pacific Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

REST OF WORLD

Rest of World Recent Past, Current & Future Analysis for ModelOps by Offering - ModelOps Platform and ModelOps Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of World 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030

Rest of World Recent Past, Current & Future Analysis for ModelOps by Application - Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of World 6-Year Perspective for ModelOps by Application - Percentage Breakdown of Value Sales for Continuous Integration / Continuous Deployment Application, Monitoring & Alerting Application, Dashboard & Reporting Application, Model Lifecycle Management Application, Governance, Risk & Compliance Application, Parallelization & Distributed Computing Application, Batch Scoring Application and Other Applications for the Years 2025 & 2030

Rest of World Recent Past, Current & Future Analysis for ModelOps by Vertical - BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of World 6-Year Perspective for ModelOps by Vertical - Percentage Breakdown of Value Sales for BFSI Vertical, Retail & E-Commerce Vertical, Healthcare & Life Sciences Vertical, Telecommunications Vertical, Government & Defense Vertical, IT / ITeS Vertical, Energy & Utilities Vertical and Other Verticals for the Years 2025 & 2030

Rest of World Recent Past, Current & Future Analysis for ModelOps by Model Type - Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of World 6-Year Perspective for ModelOps by Model Type - Percentage Breakdown of Value Sales for Machine Learning Models, Graph-based Models, Rule & Heuristic Models, Linguistic Models, Agent-based Models, Bring Your Own Models and Other Model Types for the Years 2025 & 2030

COMPETITIVE METRICS

COMPETITORS (ALPHABETICAL)	% VALIDATED RESEARCH *
appengine.ai Inc	%
C3.ai, Inc.	%
Databricks, Inc.	%
DataKitchen	%
Datatron	%
Evidently AI, Inc	%
Giggso	%
IBM Corporation	%
iFusion Inc	%
Larsen & Toubro Ltd.	%

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