The Company has developed an automated and efficient IIoT-powered predictive maintenance platform that predicts maintenance needs and potential failures, improves overall manufacturing efficiency, optimizes production, and predicts demand. The platform has acted as a tool that companies can use to extend the life of their equipment while preventing unanticipated downtime by utilizing more advanced maintenance services and solutions and getting closer to the data for real-time edge processing. Additionally, the platform has made use of AI & ML and Big Data capabilities to enable root cause investigation and failure prediction, bringing about customer happiness. The technology has enabled greater product efficiency and maintenance cost optimization through continuous real-time monitoring.