Instead of reacting to incidents of fraud, a progressive fraud management strategy demands a proactive strategy. This involves establishing comprehensive safeguards that detect potential risks *before* they occur . Leveraging sophisticated data science and machine learning can help organizations recognize questionable behavior and prevent financial