The changing landscape of risk management demands a contemporary approach to auditing. Legacy methods, often based on spot checks, are increasingly insufficient in today's data-rich environment. Data-led audits offer a transformative solution, leveraging business tools to evaluate vast datasets for discrepancies and potential weaknesses. This appro