Disciplines

🧬 Epidemiological Intelligence (EPIINT)

🔍 Lookup

📊 Pre-built Queries · Epidemiological Intelligence

📜 Playbook — Epidemiological Intelligence collection

1. Direction — frame the requirement for Epidemiological Intelligence: what decision does this support, by when?
2. Collection — collect from the 0 mapped sources (0 free) — filter the catalog by EPIINT; capture provenance and observe OPSEC.
3. Processing — normalize, de-duplicate and enrich the collected data.
4. Analysis — correlate against local holdings; apply ACH; assign confidence.
5. Dissemination — open a case, draft a report, share via STIX/MISP.
6. Feedback — set an alert rule / watchlist to monitor for change.

⚡ AI Skills & Automation

Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).

🗃 Data Management

🧩 Advanced Capabilities

✨ Enrichment pathways

🎯 Mission

EPIINT collects and analyzes indicators of disease emergence, spread and outbreak dynamics from clinical, environmental, genomic and open-source signals. It answers where outbreaks are emerging, how a pathogen is spreading, and what its trajectory and public-health risk are.

📡 Collection methods

• Event-based surveillance of media, rumor and official outbreak feeds
• Syndromic surveillance and case line-list aggregation
• Wastewater surveillance dashboard monitoring
• Genomic sequence tracking and variant lineage analysis
• Mobility and climate/vector correlation for spread modeling
• Signal verification and de-duplication of unstructured reports

📚 Key sources & datasets

🎫 Data points produced

🔧 Tools & frameworks

• Nextstrain/Auspice
• Nextclade
• R (EpiEstim)
• QGIS
• Epi Info
• Python pandas

📜 Epidemiological Intelligence Tradecraft

1. Monitor event-based surveillance feeds, wastewater dashboards and genomic repositories for early signals.
2. De-duplicate rumors, structure line-lists and align sequences with Nextclade.
3. Estimate Rt, doubling time and spatial spread, correlating with mobility and climate.
4. Characterize the pathogen, variant lineage and likely origin or transmission route.
5. Issue outbreak situation reports with risk ratings and forecast curves.
6. Cue MEDINT capacity assessment and trigger geographic monitoring alerts.

📊 Dashboard KPIs

🔍 Pre-built queries

🔗 Cross-discipline pivots

🗃 Data Management

🧩 Advanced Capabilities