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モデルオプスの世界市場

ModelOps

出版日
ページ情報
英文 231 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.03円
モデルオプスの世界市場
出版日: 2025年01月27日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 231 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

モデルオプスの世界市場は2030年までに米国で432億米ドルに達する見込み

2024年に58億米ドルと推定されるモデルオプスの世界市場は、2024年から2030年にかけてCAGR 39.6％で成長し、2030年には432億米ドルに達すると予測されます。本レポートで分析しているセグメントの1つであるモデルオプスプラットフォームは、CAGR 37.7%を記録し、分析期間終了時には298億米ドルに達すると予測されています。モデルオプスサービス分野の成長率は、分析期間のCAGRで44.8％と推定されます。

米国市場は15億米ドルと推定、中国はCAGR 37.7％で成長予測

米国のモデルオプス市場は、2024年に15億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに64億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは37.7%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ35.9％と34.6％と予測されています。欧州では、ドイツがCAGR約27.8%で成長すると予測されています。

世界のモデルオプス市場動向と促進要因まとめ

モデルオプスとは何か、なぜ企業のAI統合を変革するのか？

モデルオプス（Model Operationsの略）は、本番環境における人工知能（AI）と機械学習（ML）モデルの管理、展開、監視のために設計された専用のフレームワークです。データサイエンスとIT運用のギャップを埋め、AIモデルが最適なパフォーマンスを維持しながら開発からデプロイまでシームレスに移行できるようにします。ソフトウェアのライフサイクル管理に重点を置く従来のDevOpsとは異なり、モデルオプスはバージョン管理、ガバナンス、コンプライアンスを含むAIモデルのライフサイクルを重視しています。このアプローチは、意思決定の強化、プロセスの自動化、競争優位性の獲得のために、企業がAIに依存する傾向が強まっていることから、支持を集めています。各業界でデジタルトランスフォーメーションへの取り組みが急速に進んでいることから、モデルオプスはAIシステムのスケーラビリティ、効率性、アカウンタビリティを確保する上で不可欠なツールとなっています。

テクノロジーはどのようにモデルオプスのイノベーションを推進しているのでしょうか？

モデルオプスのエコシステムは、自動化、クラウドコンピューティング、コンテナ化などの基盤技術の進歩により急速に進化しています。AIや機械学習を利用したツールがモデルオプスフレームワークに統合され、自動化されたモデルモニタリング、パフォーマンス最適化、異常検知を促進しています。クラウドベースのモデルオプスプラットフォームは、あらゆる規模の企業に拡張性と柔軟性を提供することで、AIオペレーションへのアクセスを民主化しました。さらに、マルチクラウドやハイブリッドクラウド環境の台頭は、新たな複雑性をもたらし、プラットフォームにとらわれないモデルオプスソリューションの革新を促しています。リアルタイムのデータ分析と堅牢なセキュリティプロトコルの統合により、これらのシステムの実用性と信頼性がさらに向上し、データプライバシーやモデルの偏りといった重要な懸念に対処しています。

どの業界がモデルオプスを採用し、どのような恩恵を受けているか？

モデルオプスの採用は様々な業界に広がっており、それぞれが独自の課題や機会に対処するためにフレームワークを活用しています。金融サービス業界では、モデルオプスはリスクモデルの管理、不正行為の検出、予測分析による顧客パーソナライゼーションの強化に活用されています。ヘルスケア企業では、モデルオプスは診断の合理化、患者ケアの改善、創薬プロセスの加速に活用されています。製造業では、予測メンテナンスやサプライチェーンの最適化を促進します。小売業では、モデルオプスを使って在庫管理を強化し、顧客セグメンテーションモデルによってマーケティング効率を向上させています。公共部門でも、都市計画や緊急対応などの分野で、サービス提供や意思決定の改善にモデルオプスが採用されています。これらすべての分野でAI駆動型ソリューションへの依存が高まっていることから、モデルの透明性、正確性、パフォーマンスを確保する上でモデルオプスの重要性が浮き彫りになっています。

モデルオプス市場の成長を促進する要因とは？

モデルオプス市場の成長は、技術の進歩、進化する企業ニーズ、業務慣行の変化など、いくつかの要因によってもたらされます。AIモデルのライフサイクルの複雑化により、バージョン管理、ガバナンス、業界標準への準拠に対応できる堅牢なモデルオプスソリューションの需要が高まっています。クラウドネイティブ技術やマルチクラウド環境の採用が進み、シームレスな統合を実現するスケーラブルなモデルオプスプラットフォームへのニーズが高まっています。また、企業はモデルのモニタリングと再トレーニングを自動化し、運用の非効率性を低減して最適なパフォーマンスを確保するソリューションを求めています。AIの倫理、公平性、説明責任に関連する規制圧力は、モデルオプスフレームワークの採用をさらに加速させています。さらに、AIをビジネス価値のために運用することが重視されるようになり、ミッションクリティカルなアプリケーションにおけるリアルタイムAIシステムの導入が増加していることも、市場の成長を大きく後押ししています。

セグメント

オファリング（モデルオプスプラットフォーム、モデルオプスサービス）;モデルタイプ（機械学習モデル、グラフベースモデル、ルール＆ヒューリスティックモデル、言語モデル、エージェントベースモデル、Bring Your Ownモデル、その他のモデルタイプ）、アプリケーション（継続的インテグレーション／継続的デプロイメント・アプリケーション、モニタリング／アラート・アプリケーション、ダッシュボード／レポーティング・アプリケーション、モデル・ライフサイクル管理アプリケーション、ガバナンス／リスク／コンプライアンス・アプリケーション、並列化／分散コンピューティング・アプリケーション、バッチ・スコアリング・アプリケーション、その他のアプリケーション）、業種（BFSI業種、小売／eコマース業種、ヘルスケア／ライフサイエンス業種、IT・通信業種、政府／防衛業種、IT／ITeS業種、エネルギー／公益事業業種、その他の業種）。

調査対象企業の例（注目の41社）

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

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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