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- source frost amp sullivan 2018 global medical device market outlook
- forecasting the global imaging market for 2025®ions=236
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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
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...
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07 Sep 2020  |  Europe  |  Market Research
Contact Center as a Service (CCaaS) Solutions Energize the European Customer Experience Space, 2020
CCaaS Solutions Inject Agility into the Customer Journey and Enable Organizations to Pivot and Recover from Disruption
This study examines the cloud-based contact center (CC) solutions market in Europe. In the past, Frost & Sullivan has done combined studies for contact center on-premise solutions, hosted, and cloud solution markets. However, this year the studies are separated. This study is based on extensive primary and secondary research. This study finds tha...
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06 Feb 2026  |  North America  |  Market Research
Growth Opportunities in the US Mobile Device Trade-In and Protection Market
Integrated, Multi-Device Protection Plans Enhance Customer Lifetime Value and Drive Market Growth
This strategic insight provides a comprehensive overview of the evolving US mobile device trade-in and protection market, with a focus on critical trends in reverse logistics and the underlying economics of trade-in programs. As the market matures, trade-in initiatives are increasingly recognized not only for driving customer acquisition and return...
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08 Oct 2025  |  Global  |  Frost Radar
Frost Radar™: Foundational LLMs and Multimodal GenAI Platforms, 2025
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
The generative AI sector faces a defining challenge: how to translate the breakthrough power of foundation models into real-world value amid unprecedented disruption. An explosion of large language models (LLMs) and multimodal AI tools promises to transform everything from enterprise productivity to creative work, yet organizations grapple with tru...
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16 Feb 2023  |  Global  |  Market Research
Managed and Professional Security Services Growth Opportunities in the Americas
Industry Convergence and Competitive Intensity Push the Market toward Innovation and Diversification
Organizations are increasingly adopting hybrid and multicloud environments to leverage their advantages and deal with the socioeconomic changes of the COVID-19 pandemic and the subsequent acceleration of digital transformation. The global lack of security experts, the sophistication of threats, and the complexity of security solutions make it chall...
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11 Jul 2025  |  Global  |  Technology Research
Growth Opportunities in Threat Detection & Response, Network security, Cloud Security, Identity and Access Management Security
Cyber Security Technology Opportunity Engine
This edition of the Cyber Security Technology Opportunity Engine (TOE) highlights emerging cybersecurity innovations, focusing on AML, fraud prevention, runtime application security, and zero trust architecture. These solutions reduce manual threat management, enhance identity protection, and utilize machine learning for real-time detection and res...
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22 Dec 2022  |  Asia Pacific  |  Tracker
Asia-Pacific Contact Center Applications Tracker, 2022
Digital, Omnichannel, and Cloud Applications Drive the Transformational Growth of Contact Center Solutions in the Asia-Pacific
The Asia-Pacific contact center applications market generated $825.3 million in revenue in 2021, registering an annual growth of 9.5%. Though COVID-19 clouded the outlook at the beginning of the year, technology upgrades, cloud migration, and the adoption of analytics, automation, and self-service applications drove market growth. The market is set...
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23 Jul 2026  |  Global  |  Frost Radar
Frost Radar™: Digital Media Content Security and Anti-piracy Services, 2026
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
Digital piracy has evolved from casual file sharing into an industrialized, organized crime enterprise that ranks among the gravest revenue threats facing global media and entertainment. The single most important problem confronting the industry today is the industrialization of live streaming piracy—particularly of premium live sports—where crimin...
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10 Dec 2025  |  Global  |  Frost Radar
Frost Radar™: Account-Based Marketing Platforms, 2025
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
The account-based marketing (ABM) platforms market in 2025 is at a clear inflection point. After years of fragmented adoption and experimentation, enterprises now demand measurable pipeline impact, not just engagement metrics. The shift from tactical ABM to scalable, full-funnel go-to-market (GTM) orchestration is accelerating, driven by economic p...
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22 Dec 2022  |  Global  |  Market Research
Smart Home Market Growth Opportunities
Home Entertainment Systems to Support the Future Growth Potential of Mass IoT
The smart home market is moving toward optimized and personalized devices, environmental control, and energy consumption through ubiquitous connectivity and digital transformation. This strategic analysis is part of Frost & Sullivan's continued coverage of the global IoT market. Frost & Sullivan offers valuable insights that will help IoT service p...
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