The WEIBULL function in Excel is a statistical function used to analyze the reliability of products and timing of events. It allows users to calculate the probability of failure for a given set of data based on the Weibull distribution, which is widely used in various fields such as engineering, finance, and life data analysis. This function helps determine how long a product or process is likely to last, which is crucial for decision-making.