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Edge AI

Edge AI without the guesswork: designing for real battery life, real performance, and real workloads

April 8, 2026 By Jerry Chen, Founder and CEO, Upbeat Tech Leave a Comment

Edge AI is no longer experimental. From wearables and medical sensors to smart home devices, industrial monitors, and infrastructure nodes, products are increasingly expected to sense, analyze, and make decisions locally while operating for months or even years on small batteries. This requirement has turned ultra-low-power system design into one of the most complex challenges […]

Filed Under: Accelerators, AI Engineering Collective, Applications, Artificial intelligence/ML, Featured, Featured Contributions, Products Tagged With: Edge AI, Upbeat Technology

Edge AI framework targets autonomous decisioning

January 7, 2026 By Puja Mitra Leave a Comment

The new eIQ Agentic AI Framework from NXP Semiconductors provides software for developing and deploying autonomous edge AI systems with agent-based decision making and real-time control. Integrated with NXP’s eIQ AI development tools and supporting i.MX 8 and i.MX 9 application processors and Ara neural processing units, the framework enables on-device, low-latency inference across multiple […]

Filed Under: Applications, Artificial intelligence/ML Tagged With: Edge AI, nxpsemiconductor

Edge AI compute box for autonomous systems

December 17, 2025 By Aimee Kalnoskas Leave a Comment

e-con Systems introduces Darsi Pro, an NVIDIA Jetson–based edge AI vision compute box delivering up to 100 TOPS for autonomous and vision-driven systems. The platform supports up to eight synchronized GMSL cameras, multi-sensor fusion with PTP, and broad I/O including GbE with PoE, USB 3.2, CAN, and GPIO, targeting applications in mobility, robotics, and intelligent […]

Filed Under: Applications, Robotics/Drones Tagged With: e-con Systems, Edge AI

The intelligent Edge: powering next-gen Edge AI applications

October 29, 2025 By Ricardo Shiroma, Strategic Business Development at Lattice Semiconductor Leave a Comment

Edge artificial intelligence (AI) technology is proving transformational for industrial enterprises as they shift focus toward the human- and planet-centric ideals of Industry 5.0. These solutions merge the power of edge computing with AI advancements to enhance efficiency, agility, and security through automation. They also reduce industrial reliance on centralized servers, helping to control both […]

Filed Under: Applications, Artificial intelligence/ML, FAQ, Featured, Featured Contributions, IoT Tagged With: Edge AI

Edge AI: Revolutionizing real-time data processing and automation

October 28, 2024 By Shawn Luke, technical marketing engineer at DigiKey Leave a Comment

By Shawn Luke, technical marketing engineer at DigiKey From smart home assistants (think Alexa, Google, and Siri) to advanced driver assistance systems (ADAS) that notify a driver when they’re departing from their lane of traffic, the world relies on edge AI to provide real-time processing to these increasingly common and important devices. Edge AI uses […]

Filed Under: Applications, Artificial intelligence/ML, Automotive, Featured, Featured Contributions, Neural Networking Tagged With: digikey, Edge AI

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Featured Contributions

Edge AI without the guesswork: designing for real battery life, real performance, and real workloads

Designing for functional safety in robotics: key considerations for engineers

Can chiplets save the semiconductor supply chain?

Navigating the EU Cyber Resilience Act: a manufacturer’s perspective

The intelligent Edge: powering next-gen Edge AI applications

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