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Construction management software is a vital project management tool including a suite of software and applications specifically designed for construction industry stakeholders to reduce paperwork, mitigate costs, improve labor productivity and safety, and automate and streamline tasks, workflows, and data across the project lifecycle. The software ...

Critical raw materials (CRMs) are raw materials that are economically and strategically important for a country or region but have high risks associated with their supply. Criticality depends on various factors, and what counts as critical from a particular standpoint might not be the same from another standpoint. For instance, what might be critic...

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...

Software-defined vehicle (SDV) development is reshaping Europe’s automotive engineering service provider (ESP) market, shifting demand from capacity-led engineering support toward platform integration, software lifecycle management, validation automation, and compliance-by-design. This Frost & Sullivan analysis assesses how original equipment manuf...

Original equipment manufacturers (OEMs) used to differentiate their products based on mechanical features. Today, however, consumers are increasingly looking for features defined by software, such as driver assistance, connectivity, and comfort-convenience services. The convergence of technologies including electrification, autonomous driving, shar...

In the realm of technological progress, artificial intelligence (AI) has emerged as a transformative force with the potential to reshape industries of the future. 89% of enterprises believe Generative AI technology will be a disruptive technology for enterprises to create strategic market differentiation. As AI evolves, its profound impact on bus...

AI holds the potential to deliver significant benefits to economies and societies—from enabling new business models and driving operational efficiencies to providing accurate predictive outcomes. As AI technology implementation shifts gears—from the proof-of-concept stage to enterprise deployment—failing to implement an enterprise-wide AI strategy ...

Artificial intelligence (AI) has the potential to deliver substantial benefits to both economies and societies. As organizations shift AI technology implementation from the proof-of-concept stage to enterprise deployment, employing an enterprise-wide strategy and roadmap is crucial to prevent delays. Therefore, it is important to analyze organizati...

The rapid rise of agentic AI marks a fundamental shift in how organizations design, deploy, and oversee intelligent systems. This study examines that shift through the lens of the Moltbook incident—an early 2026 event in which autonomous agents, operating without sufficient safeguards, produced a cascade of unpredictable interactions. Far from sign...