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市場調查報告書
商品編碼
1644053

ModelOps 全球市場

ModelOps
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 231 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，美國ModelOps 市場規模預計將達到 432 億美元

2024 年全球模型操作市場規模估計為 58 億美元，預計到 2030 年將達到 432 億美元，2024 年至 2030 年的複合年成長率為 39.6%。模型操作平台是報告中分析的細分市場之一，預計複合年成長率為 37.7%，到分析期結束時將達到 298 億美元。在分析期間內，模型營運服務部門的複合年成長率預計為 44.8%。

美國市場規模估計為 15 億美元，中國市場預估年複合成長率為 37.7%

預計 2024 年美國模型操作市場價值將達到 15 億美元。中國是世界第二大經濟體，預計到 2030 年市場規模將達到 64 億美元，2024-2030 年分析期間的複合年成長率為 37.7%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為 35.9% 和 34.6%。在歐洲，預計德國的複合年成長率約為 27.8%。

全球 ModelOps 市場趨勢與促進因素摘要

什麼是 ModelOps，為什麼它能改變企業中的 AI 整合？

ModelOps（模型操作 (Model Operations) 的縮寫）是一個專門建構的框架，旨在管理、部署和監控生產中的人工智慧 (AI) 和機器學習 (ML) 模型。它彌合了資料科學與 IT 營運之間的差距，確保 AI 模型從開發到部署的無縫銜接，同時保持最佳效能。與專注於軟體生命週期管理的傳統 DevOps 不同，ModelOps 強調 AI 模型的生命週期，包括版本控制、管治和合規性。隨著企業越來越依賴人工智慧來增強決策能力、實現流程自動化和獲得競爭優勢，這種方法越來越受到支持。隨著各行各業數位轉型力度的加快，ModelOps 已成為確保人工智慧系統可擴展、高效且責任制的重要工具。

科技如何推動 ModelOps 的創新？

由於自動化、雲端運算和容器化等底層技術的進步，Model Ops 生態系統正在迅速發展。人工智慧和機器學習工具整合到 ModelOps 框架中，以促進自動化模型監控、效能最佳化和異常檢測。雲端基礎的Model Ops 平台透過為任何規模的公司提供擴充性和靈活性，實現了 AI 操作的民主化存取。此外，多重雲端和混合雲端環境的興起帶來了新的複雜性，並推動了與平台無關的模型操作解決方案的創新。即時資料分析和強大的安全通訊協定的整合使這些系統更加實用和可靠，解決了資料隱私和模型偏差等重要問題。

哪些行業正在採用 ModelOps 以及它們如何受益？

ModelOps 的採用已經遍及各行各業，每個產業都利用這個框架來應對自己獨特的挑戰和機會。在金融服務業，ModelOps 用於管理風險模型、偵測詐欺並透過預測分析實現客戶個人化。醫療保健公司使用 ModelOps 來簡化診斷、改善患者照護並加速藥物發現過程。在製造業中，它有助於預測性維護和供應鏈最佳化。零售商使用 ModelOps 來改善庫存管理，並透過客戶細分模型提高行銷效率。公共部門也正在使用 ModelOps 來改善城市規劃和緊急應變等領域的服務提供和決策。所有這些領域對人工智慧驅動的解決方案的依賴日益增加，凸顯了 ModelOps 在確保模型透明度、準確性和性能方面的重要性。

哪些因素推動了模型操作市場的成長？

模型營運市場的成長受到技術進步、不斷發展的企業需求和不斷變化的業務實踐等多種因素的推動。人工智慧模型的生命週期日益複雜，推動了對能夠處理版本控制、管治和符合行業標準的強大模型操作解決方案的需求。雲端原生技術和多重雲端環境的日益普及推動了對能夠實現無縫整合的可擴展模型操作平台的需求。公司也正在尋找能夠自動化模型監控和再訓練的解決方案，以減少營運效率低下並確保最佳效能。與人工智慧倫理、公平性和課責相關的監管壓力進一步加速了模型操作框架的採用。此外，越來越重視將人工智慧投入商業價值以及在關鍵任務應用中擴大採用即時人工智慧系統也在推動市場成長。

部分

產品（ModelOps 平台、ModelOps 服務）；模型類型（機器學習模型、基於圖形的模型、規則和啟發式模型、語言模型、基於代理的模型、自帶模型、其他模型類型）；應用程式（持續整合/持續配置應用程式、監控/警報應用程式、儀表板/彙報應用程式、模型生命週期管理應用程式、管治/風險/合規應用程式、平行/分散式計算應用程式、批量評分應用程式、其他應用程式）、垂直產業（BFSI、零售/電子商務、醫​​療保健/生命科學、IT 和通訊、政府/國防、IT/ITeS、能源/公共產業、其他）。

受訪公司範例（41家值得關注的公司）

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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
Product Code: MCP32201

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 in terms of units 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 Competitors (Total 41 Featured) -

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

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Economic Frontiers: Trends, Trials & Transformations
    • ModelOps - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for 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
    • TABLE 1: World ModelOps Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: 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
    • TABLE 3: 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
    • TABLE 4: 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
    • TABLE 5: 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
    • TABLE 6: 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
    • TABLE 7: 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
    • TABLE 8: 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
    • TABLE 9: 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
    • TABLE 10: 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
    • TABLE 11: 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
    • TABLE 12: 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
    • TABLE 13: 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
    • TABLE 14: 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
    • TABLE 15: 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
    • TABLE 16: 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
    • TABLE 17: 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
    • TABLE 18: 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
    • TABLE 19: 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
    • TABLE 20: 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
    • TABLE 21: 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
    • TABLE 22: 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
    • TABLE 23: 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
    • TABLE 24: 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
    • TABLE 25: 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
    • TABLE 26: 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
    • TABLE 27: 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
    • TABLE 28: 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
    • TABLE 29: 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
    • TABLE 30: 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
    • TABLE 31: 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
    • TABLE 32: 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
    • TABLE 33: 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
    • TABLE 34: 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
    • TABLE 35: 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
    • TABLE 36: 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
    • TABLE 37: 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
    • TABLE 38: 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
    • TABLE 39: 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
    • TABLE 40: 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
    • TABLE 41: 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
    • TABLE 42: 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
    • TABLE 43: 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
    • TABLE 44: 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
    • TABLE 45: 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
    • TABLE 46: 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
    • TABLE 47: 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
    • TABLE 48: 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
    • TABLE 49: 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
    • TABLE 50: 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
    • TABLE 51: 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
    • TABLE 52: 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
    • TABLE 53: 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)
    • TABLE 54: 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
    • TABLE 55: USA 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 56: 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
    • TABLE 57: 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
    • TABLE 58: 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
    • TABLE 59: 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
    • TABLE 60: 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
    • TABLE 61: 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
    • TABLE 62: 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
    • TABLE 63: Canada 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 64: 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
    • TABLE 65: 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
    • TABLE 66: 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
    • TABLE 67: 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
    • TABLE 68: 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
    • TABLE 69: 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)
    • TABLE 70: 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
    • TABLE 71: Japan 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 72: 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
    • TABLE 73: 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
    • TABLE 74: 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
    • TABLE 75: 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
    • TABLE 76: 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
    • TABLE 77: 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)
    • TABLE 78: 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
    • TABLE 79: China 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 80: 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
    • TABLE 81: 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
    • TABLE 82: 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
    • TABLE 83: 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
    • TABLE 84: 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
    • TABLE 85: 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)
    • TABLE 86: 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
    • TABLE 87: 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
    • TABLE 88: 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
    • TABLE 89: Europe 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 90: 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
    • TABLE 91: 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
    • TABLE 92: 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
    • TABLE 93: 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
    • TABLE 94: 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
    • TABLE 95: 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)
    • TABLE 96: 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
    • TABLE 97: France 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 98: 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
    • TABLE 99: 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
    • TABLE 100: 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
    • TABLE 101: 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
    • TABLE 102: 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
    • TABLE 103: 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)
    • TABLE 104: 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
    • TABLE 105: Germany 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 106: 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
    • TABLE 107: 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
    • TABLE 108: 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
    • TABLE 109: 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
    • TABLE 110: 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
    • TABLE 111: 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
    • TABLE 112: 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
    • TABLE 113: Italy 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 114: 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
    • TABLE 115: 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
    • TABLE 116: 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
    • TABLE 117: 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
    • TABLE 118: 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
    • TABLE 119: 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)
    • TABLE 120: 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
    • TABLE 121: UK 6-Year Perspective for ModelOps by Offering - Percentage Breakdown of Value Sales for ModelOps Platform and ModelOps Services for the Years 2025 & 2030
    • TABLE 122: 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
    • TABLE 123: 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
    • TABLE 124: 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
    • TABLE 125: 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
    • TABLE 126: 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
    • TABLE 127: 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
    • TABLE 128: 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
    • TABLE 129: 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
    • TABLE 130: 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
    • TABLE 131: 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
    • TABLE 132: 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
    • TABLE 133: 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
    • TABLE 134: 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
    • TABLE 135: 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)
    • TABLE 136: 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
    • TABLE 137: 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
    • TABLE 138: 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
    • TABLE 139: 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
    • TABLE 140: 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
    • TABLE 141: 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
    • TABLE 142: 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
    • TABLE 143: 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
    • TABLE 144: 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
    • TABLE 145: 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
    • TABLE 146: 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
    • TABLE 147: 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
    • TABLE 148: 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
    • TABLE 149: 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
    • TABLE 150: 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
    • TABLE 151: 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

IV. COMPETITION