Equipment failure refers to the breakdown or malfunction of machinery or tools, which can disrupt operations in various settings, such as factories, hospitals, or construction sites. This failure can occur due to wear and tear, improper maintenance, or manufacturing defects, leading to costly downtime and repairs. Preventing equipment failure often involves regular inspections, maintenance schedules, and employee training. By addressing potential issues early, organizations can enhance the reliability of their equipment, ensuring that tools like conveyor belts, medical devices, or heavy machinery operate efficiently and safely.