Search results for: 'user and entity behavior analytics based on machine learning'

Since the onset of the COVID-19 pandemic, molecular diagnostics mergers/acquisition transactions and product launches for infectious disease testing are indicating a pivot toward a new direction or an enhancement of portfolios. The emergence of saliva sample testing and the transition to PCR-based syndromic and direct-to-consumer testing for respir...

The pandemic years left different learnings in terms of mental and behavioral health. The isolation addressed the migration of patients with different needs and conditions from on-site treatments to digital platforms and solutions, highlighting benefits and challenges for providers and users. The main pivotal change is a new, holistic mental and be...

25 Jun 2021  |  Global  |  Megatrends

Trend Opportunity Profiles—Crowd Analytics

Rising Investment in Smart Cities will Drive Opportunities in Crowd Analytics

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Advancements in data science and modeling techniques have led to the development of crowd solutions that analyze purchase motivations, engagement rates, and personal preferences from physical movements. Crowd analytics is evolving rapidly beyond camera-based surveillance and video analytics toward intelligent analytics that provides customers with ...

In the big data era, the need for artificial intelligence (AI) tools and applications for intelligence uses has increased dramatically as armed forces and intelligence agencies focus on consolidated solutions to collect, process, and analyze data from seemingly endless sources. Miliary intelligence (MILINT) analytics is crucial for battlefield effi...

With increasing consumer preference for non-cash payments, banks, merchants, and retailers must ensure that they have the ability to support the emerging digital payments mechanisms in a secure manner. The acceleration of stolen identity data has further strengthened the need for enterprise fraud management (EFM) solutions that enable retailers and...

The industrial machinery manufacturing sector registered strong growth in 2023, aided by increased consumer demand and the launch of new technologies and products. Increased collaboration between machinery OEMs, automation, and the Internet of Things (IoT) vendors is expected to help industries such as water and wastewater, chemicals, and oil and g...

The demand for chips has experienced exponential growth in recent decades. Presently, the importance of these key hardware components is even higher due to increasing workload demands from innovations like generative artificial intelligence (AI) and machine learning (ML), which are also driving up energy consumption and costs. However, pandemic-ind...

The progressive digitalisation of the security eco system is substantially impacting security missions and traditional operating processes. Worldwide, security end-users are exploring and adopting new digital tools to tackle existing and upcoming threats in a more cost efficient way. Frost & Sullivan has identified four different trends disrupting ...

03 Jun 2021  |  Global  |  Market Research

Global Artificial Intelligence/Machine Learning Platforms Growth Opportunities

Demand for Disruptive Technologies and Intense Competition Create Future Growth Potential

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Companies across all industry verticals recognize the importance of customer satisfaction (hence, retention) and demand generation (be it new sales, upsells or cross-sells) for business growth. Feeding data into AI/ML platforms, then making sense of such data and creating models that explain or predict customer satisfaction or demand is at the co...