Meal Prep Times

Imagine you are a data scientist at a food delivery service. Your task is to develop a predictive model that estimates the time taken for food preparation at a restaurant, starting from when a customer places an order until the meal is ready for pickup by the delivery driver. Why is it crucial to assess bias in the development of this model?