Search results for: 'software revenue model'
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- Software-Defined Instruments and Reinvented Business Models to Impact Market Outlook, Communication Test Revenues to Soar
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- revenue is projected to decline by 5.0% in 2023, attributed to the reduced demand for COVID-19-related test
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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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03 Jul 2025  |  Asia Pacific  |  Frost Radar
Frost Radar™: Customer Experience Management in Asia-Pacific, 2025
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
As customer-centricity takes center stage, customer experience (CX) management has become the foundation for delivering connected experiences across all touchpoints and throughout each interaction journey, from onboarding to post-purchase support. Organizations in the Asia-Pacific region are gradually investing in digital technologies, intending to...
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30 Oct 2024  |  Global  |  Technology Research
Growth Opportunities in Artificial Intelligence, Augmented Reality, Robotics, Machine Learning, Generative AI, Simulating Models
This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) captures developments related to Artificial intelligence, Augmented Reality, Virtual Reality, Generative AI, Machine Learning Models, and Robotics Process Automation. These technologies empower users to devote their efforts to higher-value activities by auto...
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18 Aug 2021  |  Global  |  Technology Research
Next Wave of Deep Learning Models & Applications (RNN, CNN, and GaN)
Neural Networks Empowering the Next Generation of AI Applications
As digitization progresses across industries, AI is gaining a ubiquitous adoption as more and more business processes are being automated. With this, the expectations from AI in terms of what applications can be realized using AI is also expanding, and thus a more complex set of neural networks have been introduced which are expected to leverage ad...
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29 May 2026  |  Global  |  Frost Radar
Frost Radar™: Digital Signage Platforms, 2026
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
The digital signage platforms market is entering a more consequential stage of development in which the central challenge is no longer whether organizations can deploy screens, but whether they can manage those screens as secure, intelligent, and measurable digital infrastructure across varied physical environments at scale. Digital signage now spa...
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01 Jul 2026  |  Global  |  Market Research
Global Customer Experience Platforms Market (Premise-based and CCaaS), Forecast to 2030
Vendors Race to Monetize AI while Bringing Real-World Benefits to its Clientele
Abstract: The global Customer Experience Platforms market achieved solid growth in 2025, driven by an acceleration of AI-based and advanced capabilities in contact center implementations. As organizations increasingly realize that providing superior CX is fundamental for competitive differentiation, they are responding to growing customer expectati...
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30 Jul 2018  |  Global  |  Market Research
Vulnerability Management (VM) Market Analysis, Global, Forecast to 2022
Protecting Network Scan, Cloud, and Software Integrity
The increased volume and sophistication of cyber threats is matched only by the increase in risk as more business, personal and network information assets are targeted. Vulnerability to these threats must be known with confidence and a clear plan of action. Vulnerability Management is a foundational tool for identifying, prioritizing and reporting ...
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27 Jan 2022  |  North America  |  Market Research
The Global Fraud Detection & Prevention (FDP) Market
Propelling Revenue Growth, Reducing Fraud, and Enhancing Digital Trust
The Fraud Detection & Prevention (FDP) market consists of vendors that provide software solutions that leverage Identification and Authentication technologies to detect and prevent incidents of fraud. The market can be divided into three segments; Identity, Fraud Detection, and Authentication & Behavioral Biometrics. Identity solutions verify i...
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28 Jul 2025  |  Global  |  Customer Research
Business Calling Market: Demand for Diverse Deployment and Connectivity Models Reigns
Hybrid Communications Environments Present Significant Challenges and Opportunities to Technology Solutions and Services Providers
Frost & Sullivan’s 2025 IT decision-maker (ITDM) survey was conducted to gain insights on the following end-user organizations’ priorities: - Demand for cloud/mobile private branch exchange (PBX)and unified-communications-as-a-service (UCaaS) functionality - Evolution of enterprise telephony/business call control environments - Demand for mobile...
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11 Nov 2025  |  Global  |  Megatrends
FinOps and GreenOps: Onset of a New Business Models
Driving Sustainable Financial Transformation
The convergence of FinOps and GreenOps marks a pivotal evolution in how enterprises manage cost, carbon, and compliance. With real-time ESG tracking becoming central to decision-making, businesses are shifting from traditional cost control to embedding sustainability at the core of operations. This transformation is driven by rising regulatory pres...
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