Modern manufacturing facilities are generating vast amounts of data, presenting a significant possibility for improved efficiency and reduced costs. A data-driven framework enables businesses to move beyond reactive issue resolution and proactively uncover areas for optimization within their facility. This involves collecting data from various orig