Fraud & Corruption
Payroll Fraud Trend
Detected payroll-fraud value over time and the impact of automated controls.
Is automated control closing the gap?
Payroll is one of the largest recurring outflows in any public body, and the trend in detected payroll fraud reveals whether automated, continuous reconciliation is suppressing the problem or merely surfacing more of it. This screen plots detected payroll-fraud value over time alongside the impact of automated controls. AuditPro Core maintains a consistent series so the trend reflects control effectiveness, not changing detection scope.
The Numbers
AuditPro Core renders this view from your tenant's live, tamper-evident records. The figures below are illustrative sample data.
Annual exposure
R221 m
▼ 14%
Cases detected
1,470
▲ 6%
Recovered
R47 m
Entities with controls
72%
Payroll-fraud exposure by year (R m)
Year detail
| Year | Exposure (R m) | Recovered (R m) |
|---|---|---|
| 2021/22 | 296 | 31 |
| 2022/23 | 271 | 38 |
| 2023/24 | 257 | 42 |
| 2024/25 | 221 | 47 |
Figures shown are illustrative sample data for demonstration. AuditPro Core renders these views from your own tenant's live, tamper-evident records.
Detection trend is ambiguous
Rising detected fraud can mean either more fraud or better detection, and the two must be distinguished. Read against control deployment, a fall after automation indicates genuine suppression.
Automation changes the baseline
When continuous reconciliation replaces periodic checks, detection rises first and then losses fall as the scheme becomes unviable. The trend should show that characteristic curve.
Value over count
Tracking the rand value of detected fraud, not just the number of cases, captures the materiality of what controls prevent. A few high-value ghosts can dwarf many small anomalies.
Sustained prevention
A durable downward trend after control changes evidences that prevention, not just detection, has improved. That is the outcome the AGSA and audit committee look for.
How AuditPro Core Bridges the Gap
- Consistent series: a stable basis ensures the trend measures control effect, not scope change.
- Continuous monitoring: automated reconciliation runs each cycle rather than periodically.
- Traceability: trend points drill to the cases and control changes behind them.
- Audit-ready export: the trend exports to evidence control improvement for oversight.
Key Takeaways
- Rising detection is ambiguous on its own.
- Automation spikes detection then cuts losses.
- Track value, not just case count.
- A sustained fall proves prevention improved.
See This on Your Own Data
AuditPro Core renders this dashboard from your tenant's live, tamper-evident records — every figure traceable to source.