MLOps 시장 규모, 점유율, 성장 분석 : 컴포넌트별, 배포 모드별, 조직 규모별, 최종 용도별, 지역별 - 산업 예측(2025-2032년)

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.

Table of Contents

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

Conclusion & Recommendations