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市場調查報告書

商品編碼

1673755

MLOps 市場規模、佔有率及成長分析（按組件、部署模式、組織規模、最終用途和地區）－2025 年至 2032 年產業預測

MLOps Market Size, Share, and Growth Analysis, By Component (Platform, Services), By Deployment Mode (On-Premises, Cloud), By Organization Size, By End Use, By Region - Industry Forecast 2025-2032

出版日期: 2025年03月01日 | 出版商:

SkyQuest | 英文 197 Pages | 商品交期: 3-5個工作天內

價格

簡介目錄

預計 2023 年全球 MLOps 市場規模將達到 14 億美元，從 2024 年的 19.7 億美元成長到 2032 年的 304.5 億美元，預測期內（2025-2032 年）的複合年成長率為 40.8%。

隨著各行各業對 AI 和 ML 解決方案的需求不斷增加，尤其是為了應對 COVID-19 疫情，全球 MLOps 市場正經歷顯著成長。企業正在爭相利用這些技術來提高客戶滿意度、生產力和盈利。數位化和網路普及率的激增將進一步加速這一趨勢，使企業能夠利用即時資料分析。醫療保健產業正在利用 MLOps 解決方案來改善患者治療效果、加快醫療流程並增強服務交付，從而獲得收益。影像分析、個人化護理提案和預測模型等創新正在改變醫療保健實踐，同時保持遵守嚴格的隱私法。隨著醫療保健產業採用先進技術，MLOps 的成長預計將加速，以解決模型部署和監控的關鍵挑戰。

北美洲
- 美國
- 加拿大
歐洲
- 德國
- 西班牙
- 法國
- 英國
- 義大利
- 其他歐洲國家
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲
中東和非洲
- 海灣合作理事會國家
- 南非
- 其他中東和非洲地區

競爭資訊

前五大公司對比
主要企業市場定位（2024年）
主要市場參與者所採取的策略
近期市場趨勢
公司市場佔有率分析（2024年）
主要企業簡介
- 公司詳情
- 產品系列分析
- 公司分部佔有率分析
- 收益與前一年同期比較對比（2022-2024 年）

主要企業簡介

Seldon（United Kingdom）
Siemens（Germany）
Hewlett Packard Enterprise（HPE）（United States）
Key Developments
ClearML（United States）
Modzy（United States）
Comet（United States）
UbiOps（Netherlands）
RedBrick AI（India）
Datrics（United States）
CapeStart（United States）
Arrikto（United States）
Datatron（United States）
Neuro Inc.（United States）
AIron（United States）
Monitor ML（United States）
H2O.ai（United States）
Mission Automate（United States）
Reliam Inc.（United States）
Amazon Web Services（AWS）（United States）

結論和建議

簡介目錄

Product Code: SQMIG45D2064

Global MLOps Market size was valued at USD 1.4 billion in 2023 and is poised to grow from USD 1.97 billion in 2024 to USD 30.45 billion by 2032, growing at a CAGR of 40.8% during the forecast period (2025-2032).

The global MLOps Market has witnessed significant growth, driven by an increasing demand for AI and ML solutions across various sectors, particularly in response to the COVID-19 pandemic. Companies are eager to leverage these technologies to enhance customer satisfaction, productivity, and profitability. The surge in digitization and internet penetration further accelerates this trend, enabling businesses to utilize real-time data analytics. The healthcare sector stands out as a major beneficiary, using MLOps solutions to improve patient outcomes, expedite medical processes, and enhance service delivery. Innovations like image analysis, personalized care recommendations, and predictive modeling are transforming healthcare practices, while compliance with stringent privacy laws is maintained. As the healthcare industry adopts advanced technologies, MLOps growth is expected to accelerate, addressing key challenges in model deployment and monitoring.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global MLOps Market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global MLOps Market Segments Analysis

Global MLOps Market is segmented by Component, Deployment Mode, Organization Size, End Use and region. Based on Component, the market is segmented into Platform and Services. Based on Deployment Mode, the market is segmented into On-Premises and Cloud. Based on Organization Size, the market is segmented into Large Enterprises and SMEs. Based on End Use, the market is segmented into Banking, Financial Services, and Insurance, Retail and eCommerce, Government and Defense, Healthcare and Life Sciences, Manufacturing, Telecom, IT and ITeS, Energy and Utilities, Transportation and Logistics and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global MLOps Market

The Global MLOps Market is experiencing significant growth driven by the rapid adoption of machine learning operations across various industries, aimed at enhancing productivity, fostering innovation, and improving customer satisfaction. Organizations are increasingly leveraging MLOps to facilitate data-driven decision-making, automate processes, and conduct extensive analysis. As the demand for scalable solutions that efficiently manage machine learning best practices rises, the MLOps industry is evolving into a critical domain. This trend is particularly noticeable in sectors like healthcare, finance, and retail, which have long benefited from advancements in artificial intelligence and machine learning technologies.

Restraints in the Global MLOps Market

The MLOps Market faces notable constraints due to the necessity of managing large volumes of sensitive data, which mandates strict adherence to data protection regulations such as GDPR and HIPAA. Organizations are pressured to ensure that their machine learning models comply with these regulatory standards to mitigate potential legal risks. This compliance can create delays in the implementation of MLOps, particularly in highly regulated sectors like banking and healthcare, where the complexity of navigating various rules across different regions can hinder the speed and efficiency of deployment. Consequently, regulatory requirements can serve as a significant barrier to the growth of the MLOps Market.

Market Trends of the Global MLOps Market

The Global MLOps Market is witnessing a significant upward trend, particularly in the healthcare sector, where AI and machine learning are becoming pivotal in improving service delivery. The growing demand for advanced healthcare technologies, coupled with the need for personalized treatment solutions and precise predictive modeling, is catalyzing the adoption of MLOps frameworks. These platforms facilitate the rapid development and deployment of AI models while ensuring compliance with industry regulations. As healthcare providers prioritize enhanced patient outcomes and streamlined operations, the reliance on MLOps solutions is set to expand, making it a key driver of innovation in the healthcare technology landscape.

Introduction

Objectives of the Study
Scope of the Report
Definitions

Research Methodology

Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Overview
Market Size
Market Dynamics
- Drivers & Opportunities
- Restraints & Challenges
Porters Analysis
- Competitive rivalry
- Threat of substitute
- Bargaining power of buyers
- Threat of new entrants
- Bargaining power of suppliers

Key Market Insights

Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Market Attractiveness Index, 2024
PESTEL Analysis
Macro-Economic Indicators
Value Chain Analysis
Pricing Analysis
Regulatory Landscape
Case Studies
Technological Advancement

Global MLOps Market Size by Component & CAGR (2025-2032)

Market Overview
Platform
Services

Global MLOps Market Size by Deployment Mode & CAGR (2025-2032)

Market Overview
On-Premises
Cloud

Global MLOps Market Size by Organization Size & CAGR (2025-2032)

Market Overview
Large Enterprises
SMEs

Global MLOps Market Size by End Use & CAGR (2025-2032)

Market Overview
Banking, Financial Services, and Insurance
Retail and eCommerce
Government and Defense
Healthcare and Life Sciences
Manufacturing
Telecom
IT and ITeS
Energy and Utilities
Transportation and Logistics
Others

Global MLOps Market Size & CAGR (2025-2032)

North America (Component, Deployment Mode, Organization Size, End Use)
- US
- Canada
Europe (Component, Deployment Mode, Organization Size, End Use)
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific (Component, Deployment Mode, Organization Size, End Use)
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America (Component, Deployment Mode, Organization Size, End Use)
- Brazil
- Rest of Latin America
Middle East & Africa (Component, Deployment Mode, Organization Size, End Use)
- GCC Countries
- South Africa
- Rest of Middle East & Africa

Competitive Intelligence

Top 5 Player Comparison
Market Positioning of Key Players, 2024
Strategies Adopted by Key Market Players
Recent Developments in the Market
Company Market Share Analysis, 2024
Company Profiles of All Key Players
- Company Details
- Product Portfolio Analysis
- Company's Segmental Share Analysis
- Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

Seldon (United Kingdom)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Siemens (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hewlett Packard Enterprise (HPE) (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
Key Developments
ClearML (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Modzy (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Comet (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
UbiOps (Netherlands)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
RedBrick AI (India)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Datrics (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
CapeStart (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Arrikto (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Datatron (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Neuro Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
AIron (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Monitor ML (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
H2O.ai (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Mission Automate (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Reliam Inc. (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Amazon Web Services (AWS) (United States)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments