D4 — Monthly Governance Report
Generated monthly post go-live — PDIO Deliverable 4 of 4 (recurring). Covers receipt chain metrics, governance rule performance, LLM-as-a-Judge accuracy, sample sealed receipts, and the operator improvement register. Report period: May 2026.
Receipt Chain Metrics — May 2026
Governance Rule Performance
Chemotherapy Dosing
4 DPYD variants caught — 2 poor metabolizers (orders blocked), 2 intermediate (doses reduced)
Immunocompromised Environment
2 SLA misses during overnight surge — process improvement queued
Treatment Eligibility
4 VUS findings flagged — all routed to tumor board for adjudication
Wildfire Smoke Response
2 AQI spikes, 1 NASA FIRMS alert — HVAC activated in all cases
Hereditary Screening
2 VUS-only findings blocked — appropriately not actionable under NCCN
LLM-as-a-Judge Monthly Performance
Sample Sealed Governance Receipts
Operator Improvement Register
GOV-002 overnight SLA misses (2 events)
Add automated charge nurse paging for 2 AM–6 AM window. Deploy in Sprint 47.
Confidence calibration — GOV-003 borderline VUS cases
Retrain judge prompt with 15 additional VUS adjudication examples from tumor board records.
Phase 2 sensor deployment
CO₂ and VOC sensors in oncology unit — adds 40% reserved ERI weight.
Ongoing Operation — D4 Cadence
This D4 report is generated monthly for the life of the ATLAS deployment. Receipt chain integrity is verified on every report. Governance rule performance is reviewed quarterly with the client's compliance team. The operator improvement register is maintained continuously. All receipts are available for regulatory audit on demand with retrieval latency < 200ms.
Anonymized · Real Engagement · CROMTEC.AI · Patent TPP96862
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