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Emerging Trends Influencing The Growth Of The Machine Learning Model Operationalization Management (MLOPS) Market: Innovative Technologies Driving Advancements in the MLOps Market

05-21-2025 01:25 PM CET | IT, New Media & Software

Press release from: The Business Research Company

Machine Learning Model Operationalization Management (MLOPS)

Machine Learning Model Operationalization Management (MLOPS)

The Machine Learning Model Operationalization Management (MLOPS) Market Report by The Business Research Company delivers a detailed market assessment, covering size projections from 2025 to 2034. This report explores crucial market trends, major drivers and market segmentation by [key segment categories].

What Is the Machine Learning Model Operationalization Management (MLOPS) Market Size and Projected Growth Rate?
In recent years, substantial growth has been witnessed in the machine learning model operationalization management (MLOPS) market, with an anticipated increase on the horizon from $2.65 billion in 2024 to $3.83 billion in 2025, indicating a compound annual growth rate (CAGR) of 44.8%. Factors contributing to this notable growth during the historical period include an increase in machine learning model usage, the escalating complexity of ML models, rising data volumes, growing automation demand and the emergence of cloud computing.

The market for Machine Learning Model Operationalization Management (MLOPS) is estimated to expand swiftly in the coming years, reaching a value of $16.74 billion by 2029 with a Compound Annual Growth Rate (CAGR) of 44.5%. The predicted growth during the forecasted period is largely due to improvements in model explainability, integration with AI governance, wider acceptance of model versioning, a focus on cost-effectiveness, and a rise in industry-specific solutions. The period is expected to witness significant advancements in technology, product innovations, initiatives for cloud security, and web application development.

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What Are the Major Segments in the Machine Learning Model Operationalization Management (MLOPS) Market?
The machine learning model operationalization management (MLOPS) market covered in this report is segmented -

1) By Component: Platform, Services
2) By Deployment: On-Premises, Cloud
3) By Organization Size: Large Enterprises, Small And Medium-Sized Enterprises
4) By Vertical: Banking, Financial Services, And Insurance, Retail And Ecommerce, Government And Defense, Health And Life Sciences, Manufacturing, Telecom, IT And ITeS, Energy And Utilities, Transportation And Logistics, Other Verticals

Subsegments:
1) By Platform: Model Development Platforms, Model Deployment Platforms, Monitoring And Management Tools, Data Management Solutions, Collaboration Tools
2) By Services: Consulting Services, Implementation Services, Training And Support Services, Maintenance Services, Custom Development Services

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What Are The Driving Machine Learning Model Operationalization Management (MLOPS) Market Evolution?
The surge in acceptance of AI technology is predicted to fuel the expansion of the machine learning model operationalization management (MLOPS) market in the future. Artificial intelligence pertains to the crafting of computer programmes or software that can undertake tasks usually demanding human intellect. Machine learning operationalization management employs AI technology to guarantee that machine learning models are efficiently deployed, managed, and tracked in production settings and improve the comprehensive life span of machine learning models. For example, as per a May 2022 report by International Business Machines Corporation (IBM), a technology entity based in the US, there was a significant rise in the global adoption rate of AI, hitting 35%, a four-point increase from the previous year. In 2022, it is forecasted that 13% more companies will have employed AI than in the previous year. 35% of companies acknowledged the integration of AI in their business, 42% are contemplating the adoption of AI, and two-thirds (66%) are either currently applying or planning to employ AI to reach their sustainability targets. Consequently, the growing acceptance of AI technology is steering the expansion of the machine learning model operationalization management (MLOPS) market.

Which Firms Dominate The Machine Learning Model Operationalization Management (MLOPS) Market Segments?
Major companies operating in the machine learning model operationalization management (mlops) market report are Google LLC, Microsoft Corporation, Amazon Web Services Inc., IBM Corporation, Oracle Corporation, SAP SE, Hewlett Packard Enterprise Development LP, SAS Institute Inc., Informatica Corporation, Cloudera Inc., Databricks Inc., TIBCO Software Inc., Alteryx Inc., DataRobot Inc., Dataiku Inc., Domino Data Lab Inc., Neptune Labs, H2O.ai, RapidMiner, Tecton Inc., Data Science Dojo, ModelOp Inc., Aible, Inc., Algorithmia, Inc., KNIME AG

What Trends Are Expected to Dominate the Machine Learning Model Operationalization Management (MLOPS) Market in the Next 5 Years?
The growth of the machine learning model operationalization management (MLOPS) market is anticipated to be driven by the rising utilization of AI technology. AI involves the creation of computer programs or systems that can execute tasks usually performed by human intelligence. MLOPS applies AI tech to ensure effective deployment, management, and monitoring of machine learning models in production scenarios, enhancing their entire life cycle. For instance, as per an IBM report in May 2022, the worldwide adoption of AI saw a significant leap, reaching 35%, a four-point increase from the previous year. Additionally, in 2022, it is expected that 13% more businesses will have started using AI than in 2021. 35% of companies have reported incorporating AI into their operations, 42% are evaluating AI adoption, and 66% currently implement or plan to apply AI to achieve their sustainability objectives. Consequently, the accelerated adoption of AI technology is contributing to the expansion of the machine learning model operationalization management (MLOPS) market.

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Which Is The Largest Region In The Machine Learning Model Operationalization Management (MLOPS) Market?
North America was the largest region in the machine learning model operationalization management (MLOPS) market in 2024. The regions covered in the machine learning model operationalization management (mlops) market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

Frequently Asked Questions:
1. What Is the Market Size and Growth Rate of the Machine Learning Model Operationalization Management (MLOPS) Market?
2. What is the CAGR expected in the Machine Learning Model Operationalization Management (MLOPS) Market?
3. What Are the Key Innovations Transforming the Machine Learning Model Operationalization Management (MLOPS) Industry?
4. Which Region Is Leading the Machine Learning Model Operationalization Management (MLOPS) Market?

Why This Report Matters:

Competitive overview: This report analyzes the competitive landscape of the 3D imaging software market, evaluating key players on market share, revenue, and growth factors.

Informed Decisions: Understand key strategies related to products, segmentation, and industry trends.

Efficient Research: Quickly identify market growth, leading players, and major segments.

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