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2021 has been a strong year for electric vehicle (EV) sales, with 6.8 million units sold and 9.5% global market penetration, outperforming industry expectations. Despite the impact of chip shortages on production, the industry exceeded 100% YoY growth. Conductive (wired) charging infrastructure grew to more than 500,000 charge points in 2021. The t...

25 Jan 2021  |  Global  |  Megatrends

Future of User Interfaces Shaping New Consumer Experiences

Augmented Reality, Virtual Reality, and Biometrics Represent Key Growth Opportunities

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User Interface technologies have moved beyond the concept of simply representing machines to their users to enabling sophisticated and personalized interaction. The COVID-19 pandemic has accelerated their use in healthcare, manufacturing, education, retail, and banking to simplify interactivity and improve engagement. This report aims to help compa...

This Frost & Sullivan research service discusses advances in AI integration in Molecular Diagnostics, highlights key advantages of incorporating AI in the diagnostics workflow and roadblocks that have prevented it from becoming mainstream. While AI is widely used in radiology- and pathology-based diagnostics, its adoption is gradually increasing in...

Utilities are entering a phase of selective, use-case-driven investment in meter data management (MDM), where funding is tied to measurable operational and commercial outcomes rather than platform modernization alone. The most consistent priorities in which utilities are willing to invest include interval and complex billing/settlement, outage data...

The global healthcare RTLS market is evolving beyond traditional asset tracking toward intelligent location platforms that enable real-time visibility, workflow optimization, and operational decision-making across healthcare environments. As healthcare providers continue investing in digital transformation, RTLS is increasingly being deployed as an...

This edition of the Cyber Security Technology Opportunity Engine (TOE) captures developments related to Innovations in AI-Enabled Data Security, Attack Surface Management, Threat Detection and Response, AI Security, Cloud Security, Identity and Access Management (IAM), Mobile Security, Anti-Phishing Platform, Endpoint Security, Email Security, and ...

In the highly competitive modern markets, brands are seeking to develop deeper and more meaningful relations with their target audiences by designing marketing campaigns that resonate with them. Digital marketing has emerged as one of the most efficient and continent ways for brands to connect with larger audiences and gathering data on their behav...

The 2025 Chemicals Outlook report explores the opportunities various market segments present for chemical companies globally. Regulatory requirements, a focus on sustainability and circularity, and the ever-increasing need for high performance, durable products are bringing about significant developments in the chemicals value chain. R&D activities...

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...