Why might a model be changed or replaced?

A model may be changed or replaced due to advancements in technology that allow for improved accuracy and efficiency. Additionally, if the existing model fails to adapt to new data or changing conditions, it may no longer provide reliable insights. Furthermore, user feedback and evolving requirements can also necessitate updates or a complete overhaul to better meet stakeholders' needs.