Substantive Analytical Procedures are a critical component of the audit process, used to evaluate financial information by studying plausible relationships among both financial and non-financial data. They help auditors identify significant fluctuations or relationships that are inconsistent with other relevant information or deviate from predicted amounts, thereby assessing the risk of material misstatement in financial statements.