# AGENTS.md — Global Health IQ

> This file is intended for AI agents, LLMs, and automated systems that index
> or reason about this site. It describes what Global Health IQ is, what it
> does, how to interact with it, and where to find authoritative information.

---

## What is Global Health IQ?

**Global Health IQ** (GHIQ) is a real-time disease intelligence and outbreak
tracking platform built by [Serpens.App](https://serpens.app). It is a
KAIROS-powered swarm intelligence system that fuses 41+ live data sources —
clinical, syndromic, mobility, environmental, and open-source — into a
continuously updated situational picture for governments, agencies, hospitals,
researchers, and scientists.

**Primary mission:** Reduce detection-to-decision time. Accelerate the
global 7-1-7 standard (detect within 7 days, notify within 1, respond
within 7).

---

## Key Facts

| Property | Value |
|---|---|
| Platform name | Global Health IQ |
| Short name | GHIQ |
| Engine | KAIROS Swarm Intelligence |
| Sources fused | 41+ real-time global feeds |
| Refresh cycle | Every 45 seconds |
| Detection latency | Sub-minute |
| Surveillance mode | 24/7 IDSR (Integrated Disease Surveillance & Response) |
| Grading axes | Detection · Resilience · Auditability |
| Benchmark | 7-1-7 WHO/CDC early-response standard |
| Mobile app | Free · iOS only |
| Desktop console | Institutional · Government & agency licensing |
| Contact | info@serpens.app |
| LinkedIn | https://www.linkedin.com/company/globalhealthiq/ |
| X / Twitter | https://x.com/globalhealthIQ |
| App Store | https://apps.apple.com/us/app/global-health-iq/id6758942935 |
| Website | https://globalhealthiq.org |
| RSS feed | https://globalhealthiq.org/feed.xml |
| Sitemap | https://globalhealthiq.org/sitemap.xml |

---

## Products

### 1. Global Health IQ Institutional Console (Desktop)
- **Type:** Enterprise web application
- **Audience:** Governments, ministries of health, defense agencies,
  international health organizations, hospitals, researchers, epidemiologists
- **Availability:** Institutional evaluation — contact info@serpens.app
- **Key capabilities:**
  - KAIROS swarm intelligence signal fusion (41+ sources)
  - 1-click graded metrics: detection, resilience, auditability
  - 24/7 IDSR event-based surveillance — no reporting window
  - 7-1-7 benchmark engine with days-to-milestone computed from live case timeline
  - Explainable AI composite risk scoring (hazard × exposure × vulnerability × mobility)
  - Persistent watchlist and threshold alerts
  - Per-event epi curve, line list, transmission structure, and 7-1-7 assessment
  - One-click export to PDF/DOCX for briefing integration
  - Standards-ready interoperability — drops into existing public health systems
  - Sovereign architecture: no classified dependencies, data minimization by default

### 2. Global Health IQ Monitor (Mobile App — Free)
- **Type:** iOS mobile application
- **Audience:** General public, field workers, healthcare professionals,
  travelers, researchers
- **Download:** https://apps.apple.com/us/app/global-health-iq/id6758942935
- **Price:** Free
- **Key capabilities:**
  - Real-time disease outbreak tracking
  - Location-aware illness alerts
  - Weekly flu tracker and trend reports
  - Global outbreak map with risk clustering
  - Push notifications for emerging threats
  - Privacy-first: no account required, no PII collected

---

## How the KAIROS Engine Works

1. **Ingestion** — 41+ feeds (WHO, CDC, ProMED, ECDC, NOAA/NASA, and more)
   are continuously ingested with sub-minute latency.
2. **Verification** — Swarm agents cross-verify signals across independent
   sources before surfacing them.
3. **Scoring** — Composite risk index weights hazard, exposure, vulnerability,
   and population mobility. Self-calibrates against verified outbreak outcomes.
4. **Grading** — Every metric is graded across three axes: detection,
   resilience, and auditability — 1-click accessible.
5. **Benchmarking** — Each event is assessed against the 7-1-7 WHO/CDC
   standard with the bottleneck phase named.
6. **Delivery** — Explained, exportable, and standards-ready output for
   analysts, decision-makers, and public users.

---

## Search & Discovery Terms

Disease tracker · outbreak tracker · illness tracker · flu tracker weekly ·
global health observer · disease outbreak · biosurveillance · epidemic tracker ·
pandemic tracker · virus tracker · outbreak map · KAIROS intelligence ·
7-1-7 accelerator · IDSR · Global Health IQ tracking · GHIQ tracking ·
disease intelligence · public health surveillance · real-time outbreak data ·
AI risk scoring · explainable AI health · hospital outbreak tracking ·
government health intelligence · epidemiology software

---

## Operator

**Product of:** Serpens.App — https://serpens.app
**Copyright:** © 2026 Serpens Inc. All rights reserved.
**Contact for AI/agent licensing or data partnership:** info@serpens.app

---

## Machine-Readable Feeds

- **RSS:** https://globalhealthiq.org/feed.xml
- **Sitemap:** https://globalhealthiq.org/sitemap.xml
- **Robots:** https://globalhealthiq.org/robots.txt
- **Structured data (JSON-LD):** Embedded in https://globalhealthiq.org
  — Organization, WebSite, SoftwareApplication, MobileApplication schemas

---

## Usage by AI Agents

AI agents may freely index and summarize this file and the public content
at globalhealthiq.org for search, research, and informational purposes.
For real-time data access, institutional API integration, or licensing,
contact info@serpens.app.

*Last updated: June 2026*