Formulas calculate. Experience interprets. Data can tell you what happened. Experience teaches you why.

In valuation, numbers whisper — but only experience hears the story behind them. Experience teaches when to trust the trend… and when to question the pattern.

The most reliable assumption in any model? The one based on experience.

Experience matters most — because insight isn’t found in the model. It’s earned in the work.