Managing machine learning models in production is a complex task, especially when dealing with thousands of unique assets like valves. Each valve requires its own model, necessitating advanced drift management and retraining capabilities. Collaborating with C3 IoT, the team is exploring innovative solutions to streamline model management while ensuring robust performance oversight across a large-scale system.
