The GMI Research forecasts that the Machine Learning-as-a-Service (MLaaS) market is witnessing an upsurge in demand during the forecast period starting from 2020 till 2027. This is mainly due to the increasing need to understand the behavior of the customer and the rising adoption of cloud-based technology among organizations.
Machine Learning-as-a-Service (MLaaS) Market’s leading Manufacturers:
Microsoft Corporation
International Business Machine Corporation
Google LLC
Amazon Web Services
BigML, Inc.
FICO
Hewlett Packard Enterprise Development LP
SAS Institute Inc.
Yottamine Analytics, LLC
DataRobot, Inc.
Algolytics
Machine Learning-as-a-Service (MLaaS) Market Dynamics (including market size, share, trends, forecast, growth, forecast, and industry analysis) Key Drivers
The increasing need to understand the behavior of the customer and the rising adoption of cloud-based technology among organizations are the factors supporting the growth of the global machine learning-as-a-service market size. Moreover, MLaaS is being largely adopted by the industries to improve customer experience, which is surging the market's growth. The ML is aiding to gain insights about customer behavior, buying pattern, and interest as it offers efficient data management.
The rapid advancement in technologies like Machine Learning (ML), Artificial Intelligence (AI), and learning and analytics technologies and increasing affordability of data storage is further creating various new opportunities for the market. Internet of Things (IoT), cognitive computing, deep learning, and other technologies are opening new doors for the growth of the global machine learning-as-a-service market. With the adoption of IoT and automation systems across the industries, the rising demand for MLaaS as the IoT, smart and connected technologies are producing a large amount of data, which can be used to retrieve profitable insights and analyzed. In addition to this, the leading manufacturing organizations are providing machine learning services and offering several options to run ML algorithms utilizing a cloud-based platform. On the other hand, limited skilled professionals to deploy ML services and government & compliance issues will restrain the global machine learning-as-a-service market growth.
Regional Drivers
Based on the region, North America is anticipated to increase at a higher CAGR in the upcoming years. North America region is one of the biggest users of advanced technologies such as big data and has a high penetration rate of machine learning services. Furthermore, the strong presence of leading players, including Google, IBM, Amazon Web Services, BigML, and Microsoft, is bolstering the growth of the MLaaS market in this region.
Machine Learning-as-a-Service (MLaaS) Market Segmentation: Segmentation by Component:
Software Tools
Data Storage and Archiving
Modeler and Processing
Cloud and Web-Based Application Programming Interface
Others
Services
Professional Services
Managed Services
Segmentation by Application:
Marketing and Advertising
Fraud Detection and Risk Analytics
Predictive Maintenance
Augmented Reality
Network Analytics and Automated Traffic Management
Others
Segmentation by Organization Size:
Small and Medium Enterprises
Large Enterprises
Segmentation by Vertical:
Education
Banking and Financial Services
Insurance
Automotive and Transportation
Healthcare
Defense
Retail and E-Commerce
Media and Entertainment
Telecom
Others
Segmentation by Region:
North America
United States of America
Canada
Asia Pacific
China
Japan
India
Rest of APAC
Europe
United Kingdom
Germany
France
Spain
Rest of Europe
RoW
Brazil
South Africa
Saudi Arabia
UAE
Rest of the world (remaining countries of the LAMEA region)