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Edge AI SoCs target robotics and automation under tight power budgets

February 9, 2026 By Aimee Kalnoskas Leave a Comment

Ambarella brings its edge AI SoC portfolio to Embedded World with live demos spanning robotics, industrial automation, automotive, and AIoT applications.

The booth focuses on demonstrating AI performance per watt across Ambarella’s SoC lineup, with emphasis on running demanding workloads under tight power and latency constraints at the edge. Demos will cover both agentic AI, including software-driven automation and orchestration, and physical AI systems operating in real-world environments.

A dedicated Developer Zone (DevZone) gives engineers, ISVs, module builders, and system integrators hands-on access to software tools, optimized models, and agentic workflow blueprints. The intent is to reduce integration time and simplify deployment at scale across vertical markets.

Stack-level differentiation and partner solutions will also be on display, showing how Ambarella’s software platform supports consistent performance across diverse edge AI workloads.

 

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Filed Under: Applications, Artificial intelligence/ML, Automotive, Embedded, Industrial, Robotics/Drones, Software Tagged With: Ambarella, physical AI

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