Financial modeling is a process in which companies use specific mathematical models to analyze new product development opportunities and estimate the future performance of those products. It helps businesses gain a better understanding of how their proposed products and projects may impact their overall financial picture, enabling them to make sound decisions regarding investments and resource allocation. By creating financial models to assess potential products, businesses can more accurately calculate risks, weigh up pros and cons, and take into account potential variables that could affect success or failure.