Search results for: 'cases device learning'

Generative AI (GenAI) has garnered huge interest and holds great promise for optimizing business operations by automating routine tasks, streamlining workflows, and providing intelligent insights that improve efficiency, quality, and performance. Ongoing innovation in artificial intelligence (AI) has introduced GenAI with far-reaching implicatio...

Computed tomography, X-ray radiography, and magnetic resonance imaging have been invaluable tools in disease diagnosis and treatment efficacy assessments, but the practice of manual viewing and grading medical images to identify abnormalities is time-consuming and can delay diagnosis for critical patients. Intelligent imaging analysis systems that...

Collaborative robotics is entering a new phase as advances in artificial intelligence, multimodal perception, force and tactile sensing, adaptive control, and robot learning enable cobots to move beyond fixed, pre-programmed tasks toward more context-aware and responsive automation. This Frost Radar™ evaluates 11 companies that are shaping the emer...

Demand for digital risk protection (DRP) solutions has skyrocketed with the rise in cyberattacks targeting an organization’s brand equity, customers, and employees. The COVID-19 pandemic accelerated the shift to remote work environments, causing many organizations to rush digital transformation initiatives, such as cloud migration, leading to incre...

As part of Frost & Sullivan’s ongoing research on Cybersecurity, we conducted a deep-dive into the Global DDoS Mitigation market. Distributed Denial of Service (DDoS), among the most common hacker attacks, overwhelms network hosts with invalid requests from 'distributed’ sources, leading to legitimate requests being lost or ignored in the ensuing m...

Frost & Sullivan defines a smart building as one equipped with networked devices that help provide a safe, productive, and comfortable environment for its occupants while optimizing operational and energy performance. Smart building industry participants, including leading, emerging, and start-up companies, innovate to achieve building decarbonizat...

07 Oct 2025  |  Global  |  Market Research

Industrial Hybrid AI Market, Global, 2024–2029

Industrial Hybrid AI Market is Experiencing Transformational Growth due to the Urgency for Adaptive Intelligence in Critical Decision-Making

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Hybrid AI is an integrative approach reshaping how AI is applied to mission-critical applications. Its potential lies in addressing the critical limitations of current AI solutions, with key market drivers including enhanced interpretability and explainability, greater application flexibility, and improved scalability and efficiency. Strong growth ...

08 Sep 2020  |  North America  |  Frost Radar

Frost Radar™: Global Smart Thermostats Market, 2020

A Benchmarking System to Spark Companies to Action—Innovation that Fuels New Deal Flow and Growth Pipelines

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Smart thermostats have changed the way home appliances are controlled for better living conditions. They learn about the heating and cooling preferences in a household and adjust settings automatically, and allow for access of real-time and historical data to optimize performance when a space is unoccupied. The global smart thermostat market is o...

Soldier lethality is a critical component of the Western armed forces’ modernization plans. Defense thought leaders expect ground close-combat formations to play a substantial role in “any peer-on-peer fight”. Modernizing soldier lethality and operational effectiveness are measured using critical precise weapons, sensors, body armor, and digitized ...