Search results for: 'use ad equity behavior analytics based on machine learning'

After experiencing significant demand shocks on account of COVID-19 in H1 2020, the DCB market made significant progress in H2 2020, registering annual shipments of 1.8 million units with a YoY growth of 9 percent, primarily driven by the revival of demand in the education sector. Despite the slowdown, the pandemic paved the way for the tremendous ...

The education sector has seen significant technology-driven transformation. Innovations like communication and collaboration solutions have enriched traditional classrooms by providing access to diverse content and engaging learning environments. Multimedia tools and learning management systems aid comprehension and retention, while virtual and aug...

Cloud communications empower customer organizations to accelerate their digital transformation efforts. IT decision makers (ITDMs) rank boosting team collaboration, improving the customer experience, and enhancing resiliency and business continuity as the top three UCC technology investment drivers. Mature applications in the business communication...

This research report examines the growth opportunities emerging from artificial intelligence-powered unified communications and collaboration (UCC), drawing on Frost & Sullivan’s 2026 global survey of 1,198 IT and business decision-makers across North America, Latin America, Europe, and Asia-Pacific. It evaluates organizational challenges, investme...

Frost & Sullivan's 2026 IT decision-maker (ITDM) survey was conducted to gain insights into the following end-user organizations' priorities: - Current use of communications platform as a service (CPaaS) and open communications application programming interfaces (APIs), and adoption plans through 2029 - The use cases and expected outcomes that dr...

For years, while cameras drew the attention and budget in meeting rooms, audio was often a second thought. That assumption has expired. Audio now sits at the center of meeting equity and collaboration effectiveness, because even the sharpest image is useless if people cannot be heard and understood accurately.In AI-enabled rooms, microphones are be...

The collaboration and communication device landscape is undergoing a structural shift, characterized by steady realignment as AI and hybrid work reshape the workplace. Across global markets, enterprises are recalibrating to a adjust to the hybrid work baseline, while the demand for higher-quality, more intelligent endpoints continues to rise. Custo...

This report examines the growing importance of AI governance platforms in enabling responsible and scalable artificial intelligence adoption, with a focused analysis of their applications and opportunities across interoperability, data privacy, and digital ethics. As organizations increasingly deploy complex AI systems, the need for structured gove...

The global audio conferencing devices market is experiencing a pivotal shift, driven by technological innovation, evolving workplace norms, and the growing demand for inclusive and secure communication solutions. While 2024 saw a slowdown in revenue growth, the long-term outlook remains strong, with the market expected to more than double by 2031. ...