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市场调查报告书

商品编码

1673755

MLOps 市场规模、份额及成长分析（按组件、部署模式、组织规模、最终用途和地区）－2025 年至 2032 年产业预测

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个工作天内

价格

简介目录

预计 2023 年全球 MLOps 市场规模将达到 14 亿美元，从 2024 年的 19.7 亿美元成长到 2032 年的 304.5 亿美元，预测期内（2025-2032 年）的复合年增长率为 40.8%。

随着各行各业对 AI 和 ML 解决方案的需求不断增加，尤其是为了应对 COVID-19 疫情，全球 MLOps 市场正经历显着成长。企业正在争相利用这些技术来提高客户满意度、生产力和盈利。数位化和网路普及率的激增将进一步加速这一趋势，使企业能够利用即时资料分析。医疗保健产业正在利用 MLOps 解决方案来改善患者治疗效果、加快医疗流程并增强服务交付，从而获得收益。影像分析、个人化护理提案和预测模型等创新正在改变医疗保健实践，同时保持遵守严格的隐私法。随着医疗保健产业采用先进技术，MLOps 的成长预计将加速，以解决模型部署和监控的关键挑战。

北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 义大利
- 其他欧洲国家
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 其他亚太地区
拉丁美洲
- 巴西
- 其他拉丁美洲
中东和非洲
- 海湾合作委员会国家
- 南非
- 其他中东和非洲地区

竞争资讯

前五大公司对比
主要企业市场定位（2024年）
主要市场参与者所采取的策略
近期市场趋势
公司市场占有率分析（2024年）
主要企业简介
- 公司详情
- 产品系列分析
- 公司分部份额分析
- 收益与前一年同期比较对比（2022-2024 年）

主要企业简介

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）

结论和建议

简介目录

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