The landscape of auditing is undergoing a significant shift, fueled by the growing availability of data and sophisticated analytical tools. Conventional audit processes often copyright on sampling and restricted documentation, sometimes missing crucial discrepancies. Data-led audits, conversely, leverage vast datasets to detect vulnerabilities and