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North American businesses rank mobile field service automation as one of their top areas of enterprise digital solution investment.* Each year, Frost & Sullivan examines this particular solution category in the context of the North American market. For the purposes of this 2021 study, mobile field service management (FSM) applications are defined a...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

This research service analyzes the intelligent automation (IA) market in Asia-Pacific (APAC). It presents an overview on how artificial intelligence (AI) and robotic process automation (RPA) are gaining significance across key countries in the region, their applications, and some of the drivers and restraints in using these technologies. This stu...

The ongoing outbreak of coronavirus (COVID-19), first identified in December 2019 in Wuhan—the most populous city in Central China—evolved rapidly to be characterized as a pandemic by the World Health Organization (WHO) on 11 March 2020. Globally, organizations have been monitoring the COVID-19 situation closely and many have already implemented (o...

26 Aug 2022  |  Global  |  Market Research

Artificial Intelligence (AI) in Agriculture: Global Growth Opportunities

AI Adoption in Agriculture will Create New Business Growth Opportunities

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In this research service, Frost & Sullivan analyzes the core capabilities of AI technology in the agriculture industry. The study examines the growth environment that drives new use-cases and greater adoption as AI-based solutions are adding new value to ​​farming operations. The core essence of digital agriculture practices is to create actionable...

Consumers' interest in connected devices has been one of the significant drivers of innovation in the sector. Over the years, as the cost of sensors declined, the number of IoT-enabled devices has increased steadily and they have become more affordable and viable. However, consumers continue to be wary about data privacy and sharing. The applicati...

As intrusions employ a wide variety of attack vectors and methods, companies have to seriously consider continuous security monitoring, which provides real-time visibility of users and their devices when they attempt to connect to or work on an enterprise network. Security monitoring gives companies the ability to constantly look over their network...

Serverless capabilities simplify and streamline enterprises’ ability to develop and deploy cloud applications. In serverless architecture, code is deployed on a server when needed without requiring a technician to allocate or manage the server capacity. Serverless computing helps developers move from developing monolithic applications to lightweigh...

Dedicated internet access (DIA) has become a must-have for businesses that rely heavily on cloud applications because any interruption in connectivity will negatively impact their operations. DIA delivers the guaranteed bandwidth, reliable connectivity, and symmetrical upload and download speeds required to ensure performance. In the last few ye...