ModelOps Market Size Set to Reach USD 70.07 Billion by 2032, Growing at a CAGR of 38.3%
The growing reliance on artificial intelligence across various sectors for integration in business processes is driving market growth.
The market for ModelOps is poised to register a robust CAGR of 38.3% from 2024 to 2032, according to our latest research study. The market, which was valued at USD 3.79 billion in 2023, is anticipated to grow to USD 70.07 billion by 2032.
๐๐จ๐ฐ๐ง๐ฅ๐จ๐๐ ๐ ๐ซ๐๐ ๐๐๐ฆ๐ฉ๐ฅ๐ ๐๐๐ ๐๐จ๐ฉ๐ฒ ๐จ๐ ๐ญ๐ก๐ ๐๐๐ฉ๐จ๐ซ๐ญ:
https://www.polarismarketresearch.com/industry-analysis/modelops-market/request-for-sample
๐๐ก๐๐ญ ๐ข๐ฌ ๐๐จ๐๐๐ฅ๐๐ฉ๐ฌ?
ModelOps, or AI model operationalization, is a collection of technologies, tools, and processes for the deployment, management, and monitoring of machine learning (ML) models. It is vital to scale and govern artificial intelligence (AI) models at the enterprise level. ModelOps is based on the concept of DevOps but adapted for ensuring good quality of ML models. In general, ModelOps covers continuous delivery, model versioning, model store, and rollback, amongst others. It acts as a bridge between application owners, data engineers, and data scientists and promotes collaboration and improved productivity.
ModelOps is used by enterprises to solve complex challenges such as silos environment, regulatory compliance, and complex technology. It finds applications across several domains, including finance, healthcare, and retail. The rising integration of AI and ML by businesses into business processes to improve processes and gain competitive advantage primarily drives the ModelOps market demand.
๐๐ก๐๐ญโ๐ฌ ๐๐ซ๐ข๐ฏ๐ข๐ง๐ ๐๐๐ซ๐ค๐๐ญ ๐๐ซ๐จ๐ฐ๐ญ๐ก?
โข ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐๐๐ฅ ๐๐๐ฏ๐๐ง๐๐๐ฆ๐๐ง๐ญ๐ฌ: Technological advancements in automated machine learning (AutoML) are one of the key factors driving the ModelOps market growth. Companies are continuously introducing AutoML platforms to make machine learning accessible to non-machine learning experts and other businesses.
โข ๐๐ง๐๐ซ๐๐๐ฌ๐ข๐ง๐ ๐๐ฅ๐จ๐๐๐ฅ ๐ ๐จ๐จ๐ญ๐ฉ๐ซ๐ข๐ง๐ญ ๐จ๐ ๐๐/๐๐๐๐ ๐๐จ๐ฆ๐ฉ๐๐ง๐ข๐๐ฌ: The growing global footprint of IT/ITeS firms demands robust data management solutions. These companies are adopting AI and ML technologies to improve their product offerings and enhance operational efficiencies.
โข ๐๐ซ๐จ๐ฐ๐ญ๐ก ๐ข๐ง ๐๐๐ญ๐ ๐๐ง๐ญ๐๐ ๐ซ๐๐ญ๐ข๐จ๐ง: There has been an exponential increase in data volumes due to rising advancements in various social media platforms. The growth in data integration creates the need for comprehensive data management strategies, impacting the market expansion favorably.
๐๐ก๐จ ๐๐ซ๐ ๐๐๐ซ๐ค๐๐ญ ๐๐๐ฒ ๐๐ฅ๐๐ฒ๐๐ซ๐ฌ?
Altair Engineering Inc.; C3.ai, Inc.; Cloud Software Group, Inc.; Databricks; DataKitchen, Inc.; Datatron; SAS Institute Inc.; and Verta are some of the key players in the market. These businesses focus heavily on R&D in order to improve their product offerings. Also, theyโre adopting strategic developments to expand their product footprints.
๐๐๐ช๐ฎ๐๐ฌ๐ญ ๐๐จ๐ซ ๐ ๐๐ข๐ฌ๐๐จ๐ฎ๐ง๐ญ ๐จ๐ง ๐ญ๐ก๐ข๐ฌ ๐๐๐ฉ๐จ๐ซ๐ญ ๐๐๐๐จ๐ซ๐ ๐๐ฎ๐ซ๐๐ก๐๐ฌ๐:
https://www.polarismarketresearch.com/industry-analysis/modelops-market/request-for-discount-pricing
๐๐จ๐ฆ๐ ๐จ๐ ๐ญ๐ก๐ ๐ฅ๐๐ญ๐๐ฌ๐ญ ๐๐จ๐๐๐ฅ๐๐ฉ๐ฌ ๐ฆ๐๐ซ๐ค๐๐ญ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ๐ฌ ๐๐ซ๐:
โข ๐๐ง ๐๐๐ฉ๐ญ๐๐ฆ๐๐๐ซ ๐๐๐๐, Teradata announced new upgrades to its ClearScape Analytics software, which focuses on AI/ML model management. The upgrades are designed to cater to the rising global demand for advanced analytics and AI capabilities within organizations.
โข ๐๐ง ๐๐๐ซ๐๐ก ๐๐๐๐, ModelOp released ModelOp Center 3.0. The new model provides significant capabilities for governing and scaling AI in the enterprise.
๐๐จ๐ฐ ๐๐ฌ ๐๐๐ซ๐ค๐๐ญ ๐๐๐ ๐ฆ๐๐ง๐ญ๐๐ญ๐ข๐จ๐ง ๐๐จ๐ง๐?
The ModelOps market segmentation is primarily based on offering, model type, verticals, and application.
Based on application insights, the monitoring and altering segment is anticipated to witness a significant CAGR. The segmentโs growth is primarily due to the rising adoption of AI and ML models across several sectors, such as manufacturing, IT/ITeS, BFSI, and others.
Based on vertical insights, the BFSI segment dominated the market in 2023. This is due to the extensive use of decision-making models in credit, investment, and banking processes within institutions. Besides, an increased emphasis on establishing model risk management teams and processes is having a favorable impact on the segmentโs expansion.
๐๐ง๐ช๐ฎ๐ข๐ซ๐ ๐ฆ๐จ๐ซ๐ ๐๐๐จ๐ฎ๐ญ ๐ญ๐ก๐ข๐ฌ ๐ซ๐๐ฉ๐จ๐ซ๐ญ ๐๐๐๐จ๐ซ๐ ๐ฉ๐ฎ๐ซ๐๐ก๐๐ฌ๐:
https://www.polarismarketresearch.com/industry-analysis/modelops-market/inquire-before-buying
๐๐ก๐ข๐๐ก ๐๐๐ ๐ข๐จ๐ง ๐๐๐๐๐ฌ ๐๐๐ซ๐ค๐๐ญ ๐๐ซ๐จ๐ฐ๐ญ๐ก?
The research study offers a comprehensive overview of all the major regions and sub-regions of the ModelOps market. The major regions covered in the research report are North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa.
The Asia Pacific region is anticipated to witness the fastest growth over the forecast period. This is primarily due to the growth of key industries such as manufacturing, BSFI, IT, and e-commerce in the region. These industries are increasingly adopting AI and ML technologies to improve their operational efficiency and customer experience.
๐๐ซ๐จ๐ฐ๐ฌ๐ ๐๐๐'๐ฌ ๐๐ฉ๐๐๐ข๐๐ฅ๐ญ๐ฒ ๐๐จ๐๐๐ฅ๐๐ฉ๐ฌ ๐๐๐ซ๐ค๐๐ญ ๐๐๐ฉ๐จ๐ซ๐ญ ๐๐จ๐ฏ๐๐ซ๐๐ ๐ ๐๐ซ๐จ๐ฆ ๐๐ข๐๐๐๐ซ๐๐ง๐ญ ๐๐ฎ๐๐ฅ๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ:
The global ModelOps market size is expected to reach USD 70.07 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 38.3% during the forecast period (2024 - 2032).
๐ ๐๐๐ฌ:
๐๐ก๐๐ญ ๐ข๐ฌ ๐ญ๐ก๐ ๐ ๐ซ๐จ๐ฐ๐ญ๐ก ๐ซ๐๐ญ๐ ๐จ๐ ๐ญ๐ก๐ ๐๐จ๐๐๐ฅ๐๐ฉ๐ฌ ๐ฆ๐๐ซ๐ค๐๐ญ?
The market is poised to register a CAGR of 38.3% from 2024 to 2032.
๐๐ก๐ข๐๐ก ๐ซ๐๐ ๐ข๐จ๐ง ๐ก๐๐ฅ๐ ๐ญ๐ก๐ ๐ฅ๐๐ซ๐ ๐๐ฌ๐ญ ๐๐จ๐๐๐ฅ๐๐ฉ๐ฌ ๐ฆ๐๐ซ๐ค๐๐ญ ๐ฌ๐ก๐๐ซ๐?
North America led the market in 2023.
๐๐ก๐ข๐๐ก ๐๐ฉ๐ฉ๐ฅ๐ข๐๐๐ญ๐ข๐จ๐ง ๐ฌ๐๐ ๐ฆ๐๐ง๐ญ ๐ข๐ฌ ๐ฉ๐จ๐ข๐ฌ๐๐ ๐ญ๐จ ๐ฐ๐ข๐ญ๐ง๐๐ฌ๐ฌ ๐ ๐ฌ๐ข๐ ๐ง๐ข๐๐ข๐๐๐ง๐ญ ๐๐๐๐?
The monitoring & alerting application segment is poised to witness significant growth in the market in 2023.
๐๐ก๐ข๐๐ก ๐ฏ๐๐ซ๐ญ๐ข๐๐๐ฅ ๐ฌ๐๐ ๐ฆ๐๐ง๐ญ ๐๐จ๐ฆ๐ข๐ง๐๐ญ๐๐ ๐ญ๐ก๐ ๐๐จ๐๐๐ฅ๐๐ฉ๐ฌ ๐ฆ๐๐ซ๐ค๐๐ญ ๐ข๐ง ๐๐๐๐?
The BFSI segment dominated the ModelOps market.
๐๐๐จ๐ฎ๐ญ ๐๐จ๐ฅ๐๐ซ๐ข๐ฌ ๐๐๐ซ๐ค๐๐ญ ๐๐๐ฌ๐๐๐ซ๐๐ก:
Polaris Market Research is a global market research and consulting company. The company specializes in providing exceptional market intelligence and in-depth business research services for PMRโs clientele spread across different enterprises. We at Polaris are obliged to serve PMRโs diverse customer base present across the industries of healthcare, technology, semiconductors, and chemicals among various other industries present around the world. We strive to provide PMRโs customers with updated information on innovative technologies, high-growth markets, emerging business environments, and the latest business-centric applications, thereby helping them always to make informed decisions and leverage new opportunities. Adept with a highly competent, experienced, and extremely qualified team of experts comprising SMEs, analysts, and consultants, we at Polaris endeavor to deliver value-added business solutions to PMRโs customers.
Likhil G
Polaris Market Research and Consulting
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sales@polarismarketresearch.com
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