Edge AI Prototypes to Operational Scale | Making IT Happen by Simms

This conversation highlights the transition from R&D prototypes to operational scalability, warning that companies must plan for long-term maintenance and the inevitable "drift" of machine learning models in real-world environments. A central theme is the necessity of device ownership and technical responsibility, where features like over-the-air updates and disconnected modes ensure reliability without constant human intervention.