Financial modeling, on the other hand, is forward-looking, using math to forecast a company's future financial performance, incorporating historical data and assumptions. The Bottom Line ...

Given structured inputs, LLMs can reproduce the logical framework for DCF valuation and generate multiple scenarios.

Financial models help make predictions about future company performance by organizing information but can only be as accurate as the data and assumptions inputted into the models.