This demo allows users to interactively explore the contents of the MECS – MCFA | Manufacturing Companies Financial Analysis platform, the digital evolution of the original MCFA analytical report. The demo includes all the pages of the full platform and enables users to test the dynamic and interactive dashboards, browse the list of analysed companies, and apply filters by machine families and application sectors, providing a clear overview of the platform’s structure and functionalities. For demonstration purposes, the data displayed in the demo have been partially restricted: company revenues are hidden and a fictitious company has been included to illustrate the filtering options and analytical features available in the full version of the platform.