Campfire.AI Audit & Controls

Anomaly detection

Automatically identify unusual transactions, suspicious patterns, and outlier activity across your financial data with built-in anomaly detection that strengthens internal controls and supports audit readiness.

Automatically identify unusual transactions, suspicious patterns, and outlier activity across your financial data with built-in anomaly detection that strengthens internal controls and supports audit readiness.

Rule-Based and Statistical Detection

Campfire combines configurable business rules with advanced statistical analysis to detect anomalies across your entire transaction population. Define custom thresholds for specific account types, vendor categories, or transaction volumes, while the system simultaneously applies statistical models to identify outliers that fall beyond expected ranges. This dual approach catches both known risk patterns and previously unseen irregularities that traditional manual sampling would miss.

Strengthened Internal Controls

Anomaly detection operates as a continuous control layer within your accounting processes, monitoring every transaction against your defined risk parameters in real time. When unusual activity is identified, the system generates detailed alerts with supporting context including transaction history, related parties, and comparison benchmarks, enabling your internal audit and compliance teams to investigate efficiently and document their findings directly within the platform.

Audit-Ready Evidence and Reporting

Every detected anomaly is logged with a complete evidence trail that includes the detection criteria, severity classification, investigation status, and resolution notes. Pre-built anomaly reports give auditors immediate visibility into the controls environment, demonstrating that your organization actively monitors for irregularities and responds to findings with documented procedures. This level of transparency satisfies both internal governance requirements and external audit expectations.

Why Campfire Stands Out

Smarter Accounting, Simplified Workflows