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Prototype · Illustrative synthetic data · Not real patient or company data

Data Quality Monitor

Governance

Launch phaseView as
Synthetic snapshot Launch Week 14 · Claims held W13
Viewing as Brand lead · Level 1 · Governance read-only

Illustrative feed snapshot · No source-system connection or live monitoring.

AI refresh exception summary

Claims feed 3 days late – brief flagged, numbers held
Claims-derived KPIs are held at Week 13 values. The Performance Brief shows a data-freshness flag until the feed arrives.
SD 867On time
Cadence
Daily
Expected
W14 Thu 05:00
Actual
W14 Thu 04:42
Rows
1,284
HubOn time
Cadence
Weekly
Expected
W14 Mon 03:00
Actual
W14 Mon 02:51
Rows
3,912
Specialty PharmacyOn time
Cadence
Weekly
Expected
W14 Mon 04:00
Actual
W14 Mon 04:10
Rows
212
Claims (tokenized)Late
Cadence
Monthly
Expected
W13 Mon 06:00
Actual
Not received
Rows
—
Claims feed 3 days late – brief flagged, numbers held
Lab / Genetic testingOn time
Cadence
Weekly
Expected
W14 Tue 06:00
Actual
W14 Tue 05:37
Rows
486
CRMOn time
Cadence
Daily
Expected
W14 Thu 02:00
Actual
W14 Thu 01:58
Rows
9,730

Rule checks

6 of 8 passing · sample run W14 Thu 05:15

ResultRuleSourceDetail
PassPatient token uniqueness across Hub + SDHub, SD 8670 collisions
PassShip-to resolves to activated siteSD 8671,284 / 1,284
PassDose dates monotonic per patientHub0 violations
PassStage transitions follow journey orderHub0 violations
FailClaims period completenessClaimsPeriod not received; downstream KPIs held at W13
PassGenetic result linked to referralLab, Hub52 / 52 linked
PassNo direct identifiers in governed zoneAllPII scan clean
WarnCRM account ↔ site ID mappingCRM1 account pending merge (Site-25)

Governance · Read-only view