Intelligent Solutions for Edge AI in Industrial Applications

This document is a technical report detailing the collaboration between Wind River and Zededa to provide a pre-integrated solution for real-time, context-aware edge AI aimed at enhancing safety and efficiency in industrial applications. It outlines the challenges faced by companies in implementing intelligent systems that require real-time decision-making directly on devices where data is generated. The report describes the architecture created to support AI-powered applications, including real-time detection of workplace safety violations, leveraging Zededa technologies and Wind River’s VxWorks and eLxr. The solution aims to reduce latency, bandwidth costs, and enhance privacy by processing data locally. The document also discusses the importance of edge AI in various industries, such as manufacturing and energy, and presents specific use cases demonstrating how edge AI can improve workplace safety and operational efficiency. Additionally, it highlights the components involved in deploying these solutions, emphasizing the need for robust and reliable systems in industrial settings.