Sign analysis is a mathematical technique used to determine the behavior of a function by studying the signs of its components, particularly useful in solving inequalities and understanding critical points. It involves breaking down the function into intervals where the function or its derivative maintains a consistent sign, allowing for insights into the function's monotonicity and potential roots.