On rainy days, ensuring the safety and well-being of employees should be a priority for companies and organizations. Adverse weather conditions not only affect productivity but can also pose significant risks to the health and safety of employees commuting to work or moving between the company's buildings. One of the most practical and effective solutions to minimize these risks is providing umbrellas to employees. In a recent study conducted by the University of Maryland,