CBRN-CADS
Combat Decision Support architecture for battalion-level CBRN response. The Korean equivalent of NATO JWARN — same backbone, additional decision layer.
Architecture.
- 01 · INGEST
Sensor + reporting feeds from the battalion CBRN cell. STANAG 2103 chemical hazard primary; biological / radiological / nuclear secondary as scenarios are added.
- CBRN sensor telemetry
- JWARN-format incoming reports
- Pre-indicator feeds (Korean theater)
- 02 · INFER
Schema-grounded tactical prompt path with structured doctrine reference. Median latency ~14 s vs. ~8 min on the human-in-the-loop reference baseline.
- TPE-001~006 prompt corpora
- Structured doctrine reference index
- Cross-pillar correlation (AVIX-AI tracks)
- 03 · PUBLISH
STANAG 2103 chemical hazard control areas published as Lattice TEMPLATE_GEO/CONTROL_AREA entities. First/second/third warning cadence preserved.
- TEMPLATE_GEO/CONTROL_AREA
- altitudeAglMeters · ground-level hazard
- `_uamkt_extensions:doctrine_ref` tag
- 04 · OPERATIONS
Allied operators on the same Lattice instance receive CBRN-CADS hazard zones alongside AVIX-AI Animal-class tracks and friendly assets — single decision surface.
- Higher echelon dissemination
- Adjacent unit visibility
- Joint civil-military scenarios
What 33× means.
- Reference baseline
Human operator, JWARN-format reports → operational warning. Median ~8 min.
- CBRN-CADS path
Schema-grounded prompt path, structured doctrine reference. Median ~14 s.
- Compression ratio
8 min ÷ 14 s ≈ 33×
- Scenario coverage
40 reference scenarios, STANAG 2103 chemical-hazard categories.
- Independent walkthrough
Pending allied review — Phase 2 entry.