Real-time global surveillance
WHO, CDC, ECDC, national MoH bulletins, and Google News in one canonical feed. 15 sources, cross-corroborated, severity-graded, refreshed every 90 seconds.
WHO · PAHOnational MoHGoogle NewsProMED
LIVE — TRACKING 7 PATHOGENS
Global outbreak
intelligence console.
Continuous ingest from WHO, CDC, ECDC, ProMED, and 140+ public-health feeds. Normalized, geocoded, retrieval-grounded, and rendered on a real-time geospatial console. Built for analysts, watch officers, and biosecurity teams.
Sourcing from
WHO Disease Outbreak NewsPAHO BulletinsUS CDC HANECDCAfrica CDCProMED-mail
Active threats
7
2 critical · 3 high
Sources12 / 15
avg reliability · 88
priority
MV Hondius cluster
Pathogens tracked
7
active surveillance
Sources connected
15
9 official + 6 adjacent
RAG p95 latency
38 ms
vector store healthy
Refresh cadence
90 s
rolling ingest
Platform
Built like an operations system, not a dashboard template.
Three layers do the work: ingest, retrieval, render. Each is small, observable, and replaceable. No chatbot UX, no vendor lock, no "AI-powered" hand-waving.
Source-graded retrieval
Local Ollama models with ChromaDB vector retrieval. Every claim is grounded in a citation; OSINT is labeled, never blended into prose. Confidence shown, not implied.
llama3.2 / qwen2.5nomic-embed-textChromaDBofficial-first reranker
Operational rendering
deck.gl over OpenStreetMap + CARTO fallback. Animated outbreak arcs, severity heat layers, hover telemetry. Looks and behaves like a real operations console.
deck.glOpenStreetMapCARTO darkanimated arcs
Platform demo
See it in action.
A live walk-through of the intelligence console — from ingestion status to threat radar, geospatial rendering, and the RAG-backed analyst query interface.
OutbreakOS · Platform demo2026.05.09 · screen recording
OutbreakOS Demo
01 · Threat radar
Tracked diseases, in operational view.
Severity, velocity, and provenance for every disease on watch — surfaced the same way it lands on the operations console.
H5N1
Avian influenza A · Cambodia / USA
CASES
247
Δ 7d
+12.4%
TREND
▲
Mpox
Clade Ib · DRC / Central Africa
CASES
1,983
Δ 7d
+28.1%
TREND
▲
Measles
Romania · school cohort
CASES
47
Δ 7d
−3.1%
TREND
▼
Hantavirus
Argentina · MV Hondius cluster
CASES
18
Δ 7d
+18.7%
TREND
▲
Cholera
Haiti · Port-au-Prince
CASES
892
Δ 7d
+6.2%
TREND
▲
Hantavirus
US Midwest · monitoring phase
CASES
3
Δ 7d
0.0%
TREND
▬
02 · Situation feed
Every signal, with provenance.
WHO · CDC · ECDC · ProMED · Reuters Health · Google News. Source-tagged, severity-scored, and grounded back to the original report.
Situation feedLIVE · 1,247 SIGNALS14 ABOVE SEV HIGH
14:22 UTC
WHO
3 confirmed cases of avian influenza A(H5N1). Pasteur Institute sequencing initiated.
HIGH14:08 UTC
CDC
14-day average doubling. Vaccine deployment to North Kivu authorized by WHO.
CRITICAL13:41 UTC
ECDC
Outbreak among unvaccinated school cohort. 47 cases, 0 fatalities. Campaign launched.
MODERATE13:22 UTC
CDC
Dairy cattle herd CA-DA-211 confirmed positive. Worker testing for 88 contacts initiated.
HIGH12:48 UTC
PAHO
12 cases in suburban Buenos Aires. Rodent surveillance increased; P2P transmission confirmed.
CRITICALCriticalOfficial7m ago
MV Hondius cluster — two additional symptomatic disembarkees in Buenos Aires
🇦🇷 Buenos Aires, AR
HighOfficial34m ago
WHO updates global hantavirus risk assessment to MODERATE for Southern Cone
🇺🇳 Southern Cone
HighMedia1h ago
Switzerland confirms first imported Andes hantavirus case — Zürich
🇨🇭 Zürich, CH
03 · Geospatial console
Cartography, not infographics.
OpenStreetMap / CARTO dark tiles via deck.gl. Real outbreak markers, animated spread routes, density heatmaps. Hover for context. Click for the full dispatch.
LIVE · 14:22 UTC
OSM · CARTO DARK · ZOOM 2.4
7 ACTIVE · 2 CRITICAL · 3 HIGH · 2 MODERATE
CRITICAL
HIGH
MODERATE
04 · Intelligence console
Source-grounded answers. No hallucinations.
Hybrid retrieval over the normalized corpus. Local llama3.2 / qwen2.5 inference. Every claim cites the underlying report with timestamp and confidence.
Situation FeedLIVE
CriticalOfficial7m ago
MV Hondius cluster — two additional symptomatic disembarkees in Buenos Aires
🇦🇷 Buenos Aires, AR
HighOfficial34m ago
WHO updates global hantavirus risk assessment to MODERATE for Southern Cone
🇺🇳 Southern Cone
HighMedia1h ago
Switzerland confirms first imported Andes hantavirus case — Zürich
🇨🇭 Zürich, CH
Intelligence ConsoleOllama · grounded · 6 sources
Query
What is the current confirmed risk profile of the MV Hondius Andes hantavirus cluster, and who is most exposed?
Situation Analysis · CONFIDENCE HIGH
The MV Hondius cluster is the highest-priority active threat, classified CRITICAL with confirmed person-to-person Andes hantavirus transmission. 18 cases across 4 jurisdictions; WHO/PAHO regional risk raised LOW → MODERATE.
WHO DONPAHO BulletinMoH ArgentinaISP ChileSwiss FOPHNICD ZA
Query
Which regions show increasing H5N1 activity in dairy cattle?
Situation Analysis · CONFIDENCE 0.91
California reports herd CA-DA-211 confirmed positive with worker testing for 88 contacts. Cambodia confirms 3 cases linked to backyard poultry; no H2H documented. Indonesia investigating a cluster of 5.
US CDC HANWHO GOARNKemkes RIFAO EMPRES-i
05 · Timeline replay
180 days of signal, scrubbable.
Replay any window. Compare two outbreaks side-by-side. Watch how the corpus learned about the event in real time.
2026-05-08
JAN · KHM advisoryMAR · CA index caseAPR · COD spreadAPR · WHO PHEICMAY · KHM-PP-0143
NOV 2025JANFEBMARAPRMAYJUN →
06 · System architecture
Built like a payment system, not a chatbot.
Six layers, no surprises. On-prem deployable, audit-logged end-to-end, and you own the inference.
Stage 01
Ingest
Source connectors
WHO · CDC · ECDC · ProMED · 140+
Stage 02
Normalize
Schema · ICD-11
geocode · disambiguate · de-dup
Stage 03
Retrieve
Vector index
hybrid BM25 + dense
Stage 04
Rerank
Cross-encoder
epi-tuned · reranking
Stage 05
Infer
Local inference
llama3.2 · qwen2.5 · on-prem
Stage 06
Render
Geospatial console
deck.gl · WebGL2 · 60fps
● AUDIT-LOGGED● ON-PREM AVAILABLE● SOC2 TYPE II● ISO 27001● AIR-GAPPED CLUSTERS
07 · Data sources
140+ feeds, 12 languages, one corpus.
Provenance is non-negotiable. Every signal links back to the original report; the corpus reflects exactly what your sources say.
SourceStatus
WHOCONNECTED
CDCCONNECTED
ECDCCONNECTED
PAHOCONNECTED
ProMEDCONNECTED
ReutersCONNECTED
Google NewsCONNECTED
Africa CDCCONNECTED
JHU CSSECONNECTED
FAO EMPRESCONNECTED
GISAIDCONNECTED
Kemkes RICONNECTED
Public API
Free tier, no auth, structured JSON.
The same outbreak record that powers the platform — case counts, affected jurisdictions, transmission, and live news — exposed as a single endpoint. Cached 2h, 60 req/min anonymous tier.
FREEOPENAGENT-READY
# Hantavirus outbreak data
GET /api/v1/hantavirus
# Situation feed
GET /api/feed
# Outbreak registry
GET /api/outbreaks
Ready when you are
Stop refreshing news tabs.
Start running an operations console.
Demo mode is open — sign in with one click, no credit card, no waitlist. Pilot deployments take 14 days.