DengueOps AI
Governed planningEvidence-separated

Preparedness

Current operational planning is kept separate from synthetic qualification and historical demonstration evidence.

Current operational preparedness

Verifying current preparedness authority…

Qualification preparedness evidence

Synthetic qualification only. Operational use prohibited. The governed 13-hospital cohort and baseline, constrained, and severe scenarios remain verification evidence and never satisfy current authority.

Historical/demo evidence

Bundled directives below are historical demonstration evidence, not current hospital availability or operational preparedness.

Audience: Hospital administrators, diagnostic centre managers, and facility supply chain coordinators. This view focuses on physical resource readiness — bed capacity, NS1/RDT kit stock, and IV fluid depletion horizons.

Facilities Tracked

10

Bed Deficit Facilities

0/ 10

Critical Supply Alerts

0

Supply Warnings

0

Data credibility noteFacility names and general bed-capacity figures are based on public/government references where available. Dengue-specific bed allocation, current occupancy, NS1/RDT stock, IV fluid stock, and consumption values are synthetic demonstration values — they do not represent actual facility records or current operational status.

Facility Readiness & Bed Pressure

One row per facility. Real public anchor names with public reference bed capacity; dengue demo beds and SDH values are synthetic.

FacilityZoneAnchor TypeGen. BedsDemo Dengue BedsProj. Bed LoadExp. Bed GapNS1 SDHIVF SDHPriorityKey Recommendation

Synthetic Benchmark Facility 01

Benchmark Zone 1Synthetic local unit5521synthetic8.7/21None8.7d8.7dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 02

Benchmark Zone 1Synthetic local unit6224synthetic12.2/24None9.3d9.3dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 03

Benchmark Zone 2Synthetic local unit6927synthetic13.4/27None9.9d9.9dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 04

Benchmark Zone 2Synthetic local unit7630synthetic14.9/30None10.5d10.5dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 05

Benchmark Zone 3Synthetic local unit8333synthetic15.9/33None11.1d11.1dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 06

Benchmark Zone 3Synthetic local unit9036synthetic17.1/36None11.6d11.6dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 07

Benchmark Zone 4Synthetic local unit9739synthetic18.9/39None12.2d12.2dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 08

Benchmark Zone 4Synthetic local unit10442synthetic20.9/42None12.8d12.8dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 09

Benchmark Zone 5Synthetic local unit11145synthetic25.5/45None13.4d13.4dCriticalPrioritize vector-control response in this zone.

Synthetic Benchmark Facility 10

Benchmark Zone 5Synthetic local unit11848synthetic22.3/48None14.0d14.0dCriticalPrioritize vector-control response in this zone.

Supply Depletion & Bed Gap Charts

NS1/RDT kit and IV fluid stock depletion horizons, and projected bed gaps by facility.

Supply Depletion Horizon (SDH)

Projected Bed Gap by Facility

No critical or warning inventory alerts under the expected scenario. Monitor closely if planning conditions move toward Planning High.

SDH Detail by Facility

Stock depletion horizon for NS1/RDT kits and IV fluids. SDH = current stock ÷ (baseline daily consumption × growth factor).

Synthetic Benchmark Facility 01

Benchmark Zone 1

NS1/RDT SDH8.7d
IV Fluid SDH8.7d
Projected Beds8.7/21
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 02

Benchmark Zone 1

NS1/RDT SDH9.3d
IV Fluid SDH9.3d
Projected Beds12.2/24
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 03

Benchmark Zone 2

NS1/RDT SDH9.9d
IV Fluid SDH9.9d
Projected Beds13.4/27
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 04

Benchmark Zone 2

NS1/RDT SDH10.5d
IV Fluid SDH10.5d
Projected Beds14.9/30
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 05

Benchmark Zone 3

NS1/RDT SDH11.1d
IV Fluid SDH11.1d
Projected Beds15.9/33
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 06

Benchmark Zone 3

NS1/RDT SDH11.6d
IV Fluid SDH11.6d
Projected Beds17.1/36
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 07

Benchmark Zone 4

NS1/RDT SDH12.2d
IV Fluid SDH12.2d
Projected Beds18.9/39
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 08

Benchmark Zone 4

NS1/RDT SDH12.8d
IV Fluid SDH12.8d
Projected Beds20.9/42
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 09

Benchmark Zone 5

NS1/RDT SDH13.4d
IV Fluid SDH13.4d
Projected Beds25.5/45
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Synthetic Benchmark Facility 10

Benchmark Zone 5

NS1/RDT SDH14.0d
IV Fluid SDH14.0d
Projected Beds22.3/48
Bed Gap (Exp.)No deficit
  • Prioritize vector-control response in this zone.
  • Prepare triage desk and surge OPD workflow.

Historical planning suggestions

Benchmark Zone 1Synthetic Benchmark Facility 01
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 1Synthetic Benchmark Facility 02
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 2Synthetic Benchmark Facility 03
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 2Synthetic Benchmark Facility 04
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 3Synthetic Benchmark Facility 05
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 3Synthetic Benchmark Facility 06
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 4Synthetic Benchmark Facility 07
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 4Synthetic Benchmark Facility 08
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 5Synthetic Benchmark Facility 09
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.
Benchmark Zone 5Synthetic Benchmark Facility 10
Priority: 100.0 · Critical
  • 1.Prioritize vector-control response in this zone.
  • 2.Prepare triage desk and surge OPD workflow.
  • 3.Prepare contingency plan under worst-case forecast.