The short version
Financial modeling is building a simplified, numbers-based version of a business so you can ask it questions: what happens to cash if sales drop, or if we hire five people. It looks like spreadsheet wizardry from outside, but it is mostly structured thinking.
What it actually is
A financial model is a map from assumptions to outcomes. You state what you believe (growth rate, prices, costs), wire those beliefs together with arithmetic, and read off what they imply for revenue, profit, and cash. The spreadsheet is just the container; the model is the chain of reasoning.
Why it shows up everywhere
Startups raise money on models, banks value companies with them, and operators use them to decide budgets and hiring. Anyone who can build a clear one gets invited into decisions early, because the model is where the real debate about the future happens.
How to think about it
Start with the three statements: income, balance sheet, cash flow. Learn how one drives the others, then practice changing one assumption and tracing the ripple. A good modeler is someone who knows which three assumptions matter and which thirty are noise.