The TanH function normalizes financial time series to a range of -1 to 1, aiding in creating smooth, bounded trading indicators and improving the detection of overbought and oversold conditions. Its properties include being linear in the middle, which helps in interpreting small changes clearly, and bounding outliers, which prevents extreme values from disproportionately affecting the analysis.