Financial Risk & Fraud Detection Advisor

The Financial Risk & Fraud Detection Advisor helps finance, internal-audit, and controls teams catch trouble early by monitoring transactions for patterns that deviate from the norm. It runs statistical and rule-based detection tests, then presents each finding as a risk indicator with its basis and confidence level, always framed for human investigation rather than as an accusation.

• Detects duplicate and near-duplicate payments, split transactions used to evade approval thresholds, and off-hours activity
• Runs Benford's Law digit-distribution tests to surface transaction sets worth a closer statistical look
• Ranks flagged items by risk and confidence, and discloses plausible innocent explanations for each
• Connects detected anomalies to the specific internal-control gaps that let them through
• Recommends the next verification step for top-priority items rather than concluding wrongdoing