Records & POPIA
Master-Data Quality
Poor supplier, employee and customer master data is the silent enabler of duplicate payments, ghost employees and fraud that controls downstream cannot catch.
Why Master-Data Quality Matters
Master data is the foundation beneath payments, payroll and revenue, and its accuracy directly affects the reliability of the financial statements and the effectiveness of every control built on it. Duplicate suppliers, incomplete banking records and stale customer data are repeatedly linked by the AGSA to irregular payments and revenue leakage. AuditPro Core measures completeness, accuracy and duplication across supplier, employee and customer master data so the data foundation is trustworthy before transactions rely on it.
The Numbers
AuditPro Core renders this view from your tenant's live, tamper-evident records. The figures below are illustrative sample data.
Overall quality
84%
▲ 5 pts
Duplicate records
1,120
Invalid fields
3,460
Domains profiled
6
Quality score by domain
Data-quality issues by domain
| Domain | Duplicates | Incomplete | Invalid |
|---|---|---|---|
| Supplier | 410 | 620 | 980 |
| Employee | 90 | 210 | 340 |
| Customer | 380 | 540 | 870 |
| Asset | 120 | 180 | 410 |
| Contracts | 120 | 300 | 860 |
Figures shown are illustrative sample data for demonstration. AuditPro Core renders these views from your own tenant's live, tamper-evident records.
Completeness
Missing mandatory fields — tax numbers, banking details, identity numbers — break downstream controls and validations. Incomplete records are where fraudulent and erroneous transactions slip through unchallenged.
Accuracy
Data that is present but wrong is more dangerous than data that is absent, because it passes validation while misdirecting payments. Accuracy must be tested against authoritative sources such as CIPC and SARS.
Duplication
Duplicate supplier or employee records enable double payments and ghost-employee schemes. Identifying and merging duplicates removes a structural fraud and error pathway.
How AuditPro Core Bridges the Gap
- Quality scoring: completeness, accuracy and duplication are measured per master-data domain.
- Reconciliation: records are validated against CIPC, SARS and bank-account data to expose errors.
- Exception workflow: incomplete and duplicate records route for cleansing and merge with an audit trail.
- Continuous monitoring: new and changed master records are screened so quality does not decay over time.
Key Takeaways
- Master-data weakness undermines every payment, payroll and revenue control above it.
- Validate accuracy against authoritative sources, not just internal consistency.
- Duplicates are a structural enabler of double payments and ghost employees.
- Screen records at creation so quality is maintained, not periodically rescued.
See This on Your Own Data
AuditPro Core renders this dashboard from your tenant's live, tamper-evident records — every figure traceable to source.