Anomaly Detection
The anomaly detection engine runs five structural detectors across case data to surface potential quality issues:
Anomaly detectors
| Parameter | Type | Description |
|---|---|---|
| Validation Cluster | D1 | Multiple validation failures concentrated in the same document or field group. |
| Field Conflict | D2 | The same field has contradictory values across documents in a case. |
| Duplicate Key Divergence | D3 | Documents share a link key value but differ on fields that should match. |
| Missing Document Type | D4 | A case template expects a document type that is absent from this case. |
| Value Reuse | D5 | Identical values appear across unrelated fields, suggesting copy-paste or extraction errors. |
Anomalies appear in the Anomalies tab of the case detail page (Advanced mode). Each anomaly card shows severity, affected fields, and a dismiss button. Dismissed anomalies are hidden by default but visible via the show dismissed toggle.