Bengaluru, Karnataka based SwitchOn predicts breakdowns, and quality defects in critical assets in Manufacturing plants with the help of AI-based digital twins created with the help of vibration, energy, and Image patterns. They are driving automatic diagnosis, reduced turn-around, and increased quality through AI. The predictions are enabled by their patent-pending platform, Xavier, which is a super-efficient edge AI system that can train itself using 1/10 of the data needed by other AI algorithms. These systems in production have shown an improvement of 90% in Quality within four weeks of deployment. The salient features: Increase Data Transparency from the Shop-Floor to the Top-Floor, Reduce the Turn-around time in the Shop floor to increase operational Excellence, Reduce Wastage by Predicting Equipment failure and automatic diagnosis, Automate Escalations with Advanced Workflows.