This research addresses the inefficiencies in traditional Overall Equipment Effectiveness monitoring methods, such as manual data collection, inaccuracies (subject to human correction without access right), and high costs, particularly in Malaysian Small and Medium Enterprises. The objectives include evaluating traditional data collection methods and integrating real-time analytics, as well as exploring low-code programming to empower citizen developers for advanced statistical analysis.