According to the report, the MLOps market generated $1.4 billion in 2022 and is estimated to reach $37.4 billion by 2032, witnessing a CAGR of 39.3% from 2023 to 2032.
The surge in digital and internet penetration around the world is positively impacting the growth of the market. In addition, increase in the adoption of MLOps technology across enterprises to enhance operation & productivity strengthens the growth of the market for future. Furthermore, an increase in investments in the healthcare sector is expected to provide lucrative growth opportunities for the market during the forecast period. However, inaccessible data & data security, rigid business models, and lack of engineering skills hamper the growth of the market.
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MLOps Market Segmentation:
Based on component, the platform segment held the highest market share in 2022, accounting for two-thirds of the MLOps market revenue, and is estimated to maintain its leadership status throughout the forecast period. The adoption of MLOps platform provides numerous benefits to the industry such as, streamline the business process, reducing the time and costs, and further fuel the growth of the market. However, the service segment is expected to witness the largest CAGR of 41.5% from 2023 to 2032 and is projected to maintain its lead position during the forecast period. The MLOps service enhances software implementation, maximizes the value of existing installations by optimizing it, and minimize the deployment cost & risks, and others.
Based on deployment mode, the on-premise segment held the highest market share in 2022, accounting for three-fifths of the MLOps market revenue, and is estimated to maintain its leadership status throughout the forecast period. This is due to the numerous advantages offered by the on-premise deployment such as a high level of data security and safety. Industries prefer on-premise model owing to high data security and less data breach as compared to cloud based deployment models, which further drive the demand for on-premise deployment model within the sectors. However, the cloud segment is projected to attain the highest CAGR of 42.2% from 2023 to 2032. Rise in the adoption of cloud based MLOps due to low cost and easier maintenance drives the growth of the market.
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Based on enterprise size, the large enterprises segment accounted for the largest share in 2022, contributing more than two-thirds of the MLOps market revenue. The surge in adoption of MLOps in large businesses open numerous opportunities for market growth. However, the small and medium-sized enterprises segment is expected to attain the largest CAGR of 41.9% from 2023 to 2032 and is projected to maintain its lead position during the forecast period. Factors such as a surge in digitalization and an increase in government initiatives through various digital SME campaigns throughout the world fuel the growth of the market.
Based on end user, the IT and telecom segment held the highest market share in 2022, accounting for more than one-fourth of the MLOps market revenue, and is estimated to maintain its leadership status throughout the forecast period. The IT and Telecom industry are implementing MLOps, to make the best decisions for continuing to be successful in the marketplace. These factors will notably contribute towards the growth for MLOps in this industry. However, the government segment is projected to attain the highest CAGR of 41.9% from 2023 to 2032. The adoption of MLOps helps healthcare companies to address the issues such as securities, regulations, financial factors, and standards that are in the path of the digital transformation process
Based on region, the North America segment held the highest market share in terms of revenue in 2022, accounting for nearly two-fifths of the MLOps market revenue. The increasing investment in advanced technologies such as cloud-based services, AI, ML, and IoT to improve banking and finance businesses and the customer experience are anticipated to propel the growth of the MLOps market. However, Asia-Pacific is expected to witness the fastest CAGR of 44.5% from 2023 to 2032, and is likely to enhance the market growth during the forecast period. This is attributed to the increase in penetration of digitalization and higher adoption of advanced technology are expected to provide lucrative growth opportunities for the market in this region.
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The key players that operate in the MLOps market analysis are Akira AI, Alteryx, Amazon Web Services, Inc., Cloudera, Inc., Databricks, Inc., DataRobot, Inc., GAVS Technologies, Google LLC, IBM Corporation and Microsoft Corporation. These players have adopted various strategies to increase their market penetration and strengthen their position in the MLOps industry.
COVID-19 Scenario:
The COVID-19 outbreak positively impacted the growth of the MLOps market. This is attributed to investment in advanced technologies such as AI, big data, DevOps and machine learning, due to rise in adoption of digitalization by various companies across the globe. In addition, rise in solutions for managing various hospitals and clinics are expected to provide lucrative opportunities for market growth.
In addition, the pandemic brought big challenges in the manufacturing sector from supply chain disruptions and drop in workforce availability to raw material shortages. Thus, manufacturers had to rely on the power of their data and analytics to stay competitive and innovate ahead. Such factors prompted the demand for MLOps solutions in the manufacturing sector.
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