ED walk-in surge and ICU prioritization manual, lab/radiology alerts missed, handoffs on paper. HospitalOS queues triage and automates allocation + LIS/PACS triggers.
> ED wait -40% · ICU allocation 38m→4m (<5m) · Lab trigger compliance 94% · Response <22s · Abnormal recall 46%→91%
ED wait
— → -40%
-40%
ICU allocation
38m → 4m
-89%
Response
— → <22s
<22s
Lab trigger compliance
46% → 94%
+48pp
Abnormal recall
46% → 91%
+45pp
> _operational_problem
ED walk-in surge with manual triage queue; ICU bed prioritization manual; lab/radiology (PACS) delays + missed alerts; code handoffs on paper.
> _automated_workflow
ED triage queue (constrained AI + instant clinical handoff via SMS/alert), ICU bed allocator rule-driven, LIS/PACS FHIR triggers + real-time alerting, OPD slot + ED queue sync.
> _business_impact
ED wait -40% · ICU allocation 38m→4m (<5m) · Lab trigger compliance 94% · Response <22s · Abnormal recall 46%→91%
Safety: constrained triage only — never diagnosis. Urgent → instant SMS/alert handoff to clinical/ED team. Audit-trailed.
_zone.adt
ADT / Beds
Phone/Excel bed board → FHIR ADT sync, real-time ward/ICU board, AI allocator, HIS write-back.
high friction_zone.discharge
Discharge
6–8h manual clearance → digital checklist, e-summary, pharmacy/lab FHIR Tasks, referral SLAs.
medium friction_zone.revenue
Revenue / TPA
15–30d manual TPA + packet errors → OCR, packet validator, portal RPA, denial predictor.
low friction_zone.triage
Triage
68% after-hours missed → 24/7 AI triage web/WhatsApp/phone, ABHA/FHIR, ED queue, instant handoff.
high friction_zone.handoffs
Lab/Rx/Rad
Abnormal recall missed → LIS/PACS FHIR triggers, pharmacy handshake, post-discharge plan bot.
high friction> _workflow_lane
> _safety_invariants
_proof
ED -40% · ICU 38m→4m · Lab trigger 94%
Constrained triage only — never diagnosis. Urgent/complex → instant SMS/alert handoff to clinical/ED team. Audit-trailed.
Yes — FHIR Tasks + real-time alerts replace paper; board shows pending tasks + SLAs.
> ED triage queue + ICU allocator + LIS/PACS FHIR triggers — parallel run, zero downtime.