ModelOps Market Landscape to 2034: Key Forces Shaping the Next Decade of Growth

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ModelOps Market Size Growth Forecast: What to Expect by 2025?_x000D_
The size of the modelops market has experienced significant expansion lately and is forecasted to increase from $5.62 billion in 2024 to $7.97 billion in 2025, boasting a compound annual growth rate (CAGR) of 41.8%. This phenomenal growth in the prior period is due to factors such as the heightened adoption of machine learning, the surge in big data, the requirement for decisions to be made promptly or near-immediate, escalating automation, and an increasing necessity for model governance and compliance._x000D_
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How Will the ModelOps Market Size Evolve and Grow by 2029?_x000D_
In the coming years, the modelops market is anticipated to undergo substantial expansion, reaching a market value of $32.18 billion in 2029 at a CAGR of 41.7%. The predicted growth during the forecast period could be attributed to increased adoption of cloud computing, a growing emphasis on data security and privacy, an upward trend in the telecommunications sector, a rise in data generation, and the expansion of small and medium-sized enterprises. Key trends forecasted for this period includes the integration of internet of things (IoT) devices, the adoption of self-optimizing and adaptive models, and the use of no-code/low-code modelops platforms, progress in Modelops solutions, and technological innovations._x000D_
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What Drivers Are Propelling the Growth of ModelOps Market Forward?_x000D_
The escalating expansion in the telecommunications sector will likely boost the growth of the modelops market in the future. The telecommunications sector furnishes infrastructure and services for the transmission of data, voice, and video via wired and wireless networks. Several factors such as 5G implementation, cloud and edge computing, initiatives for rural connectivity, and digital transformation are propelling the telecommunications industry. Modelops supports this industry by automating the implementation and management of artificial intelligence models, enhancing network functionality, and improving customer interactions. For example, Deutsche Telekom, a telecommunications company based in Germany, reported in its 2023 Annual Report that global telecommunications service revenue rose by 3.3% year-on-year in 2023. In Europe, the average monthly mobile data usage per user escalated to 16 GB, marking a 23% annual growth. As such, the increasing expansion of the telecommunications sector is fuelling the growth of the modelops market._x000D_
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Which Emerging Trends Are Transforming the ModelOps Market in 2025?_x000D_
Firms with a significant presence in the modelops market are concentrating on groundbreaking advancements like self-service access to desired algorithms and model management without requiring extensive programming skills. This self-service access empowers users like data scientists and developers to set up, oversee, and track machine learning models autonomously without dependence on IT departments. For example, in July 2022, TIBCO Software Inc., a prominent software development firm in the US, introduced TIBCO ModelOps aimed at improving the handling and implementation of AI models in businesses. This novel ModelOps solution speeds up AI deployment by leveraging expertise in areas like data science, visualization, and business intelligence, addressing major issues such as bias reduction, algorithm clarity, and straightforward integration with business apps. The platform accommodates all model formats and facilitates easy deployment in either cloud or on-premise settings, providing full governance. The solution boosts scalability and management control, enabling enterprises to handle thousands of models effectively._x000D_
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What Are the Key Segments in the ModelOps Market?_x000D_
The modelopsmarket covered in this report is segmented - _x000D_
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1) By Model Type: Machine Learning (ML) Models, Graph-Based Models, Rule And Heuristic Models, Linguistic Models, Agent-Based Models, Bring Your Own Models, Other Model Types_x000D_
2) By Offering: Platforms, Deployment Mode, Services_x000D_
3) By Application: Continuous Integration And Continuous Deployment, Batch Scoring, Governance, Risk And Compliance, Parallelization And Distributed Computing, Monitoring And Alerting, Dashboard And Reporting, Model Lifecycle Management, Other Application_x000D_
4) By Verticals: Banking, Financial Services And Insurance, Retail And E-Commerce, Healthcare And Life Sciences, Telecommunications, Information Technology (IT) And Information Technology Enabled Services (ITeS), Energy And Utilities, Manufacturing, Transportation And Logistics, Government And Defense, Other Verticals_x000D_
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Subsegments:_x000D_
1) Machine Learning (ML) Models: Supervised Learning Models, Unsupervised Learning Models, Reinforcement Learning Models, Deep Learning Models _x000D_
2) Graph-Based Models: Knowledge Graphs, Graph Neural Networks (GNNs), Social Network Analysis Models, Recommendation System Models _x000D_
3) Rule And Heuristic Models: Decision Tree Models, Expert Systems, Workflow Automation Models, Business Rule Engines _x000D_
4) Linguistic Models: Natural Language Processing (NLP) Models, Sentiment Analysis Models, Text Classification Models, Speech Recognition Models _x000D_
5) Agent-Based Models: Multi-Agent Simulation Models, Behavioral Models, Autonomous Systems Models, Game-Theoretic Models _x000D_
6) Bring Your Own Models (BYOM): Customized Proprietary Models, Pre-Trained Models from Third-Party Sources, Open-Source Models, Vendor-Specific Adaptable Models _x000D_
7) Other Model Types: Predictive Analytics Models, Probabilistic Models, Optimization Models, Hybrid Models (Combination of Two or More Types) _x000D_
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Who Are the Key Players Shaping the ModelOps Market's Competitive Landscape?_x000D_
Major companies operating in the modelops market are Microsoft Corporation, International Business Machines Corporation (IBM), Oracle Corporation, SAS Institute Inc., Teradata Corporation, Alteryx Inc., TIBCO Software Inc., C3.ai Inc., Veritone Inc., Minitab LLC, H2O.ai Inc., LeewayHertz Technologies LLC, Signity Solutions, DataKitchen Inc., Xenonstack Inc., ModelOp Inc., Datatron Technologies Inc., Verta Inc., Sparkling Logic Inc., Superwise.ai _x000D_
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What Geographic Markets Are Powering Growth in the ModelOps Market?_x000D_
North America was the largest region in the modelops market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the modelops market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa._x000D_
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