Trust
Data Quality
Trust layer for every data domain. Completeness, accuracy, timeliness, uniqueness.
Completeness
96.1%
Target 95%
AccuracyBelow target
93.8%
Target 95%
TimelinessBelow target
88.4%
Target 90%
UniquenessBelow target
91.2%
Target 95%
ValidityBelow target
94.6%
Target 95%
MDM ConfidenceBelow target
89.7%
Target 90%
Open issues
Stewardship workflow
| Type | Entity | Field | Severity | Source | Steward | Actions |
|---|---|---|---|---|---|---|
| Duplicate | Patient pt-005 ↔ pt-512 | — | high | Epic EHR + External lab | K. Ahmed | |
| Missing field | Encounter e-3198 | discharge_disposition | medium | Epic EHR | unassigned | |
| Conflict | Patient pt-002 | address | medium | Epic EHR vs CRM | K. Ahmed | |
| Stale | Provider directory | — | low | AD sync | unassigned | |
| Validation | Observation o-44218 | value_numeric | high | Lab feed | unassigned |