The impact of a Smart Factory equipment condition monitoring system on a factory depends on how well it is implemented. Taking the ALSI equipment condition monitoring system as an example, it boasts strong applicability, transforming the outdated manual data entry process into real-time data collection. Compared to manual entry, this smart factory system significantly improves data variety, volume, and quality.