Maintenance management has long been a challenging task. Deciphering handwritten notes and complex reports used to be the norm. But now, NLP shapes maintenance management through its ability to transform complex data into actionable insights. By analyzing protection logs, painting orders, and reports, NLP streamlines techniques, enhances performance, and increases