AI Visualization
ARK

Frontier AI for Global Health Security

Platform as a Service

AI-Native Platforms

Full-featured dashboards with embedded AI capabilities for critical health security decisions

16
Platforms
12
Live Now
8
Countries & Regions

Launch a Platform

Click any platform to open it in an embedded full-screen environment

Early Warning Systems

Climate-aware surveillance platforms that detect and forecast disease outbreaks in real time.

3 platforms
Bangladesh EWARS
Prototype
Bangladeshsurveillance

Bangladesh EWARS

Early Warning, Alert, and Response System

Bangladesh's national Early Warning, Alert, and Response System operated with IEDCR. Real-time disease surveillance and outbreak monitoring with integrated reporting and alerting for rapid response coordination.

National disease surveillanceReal-time outbreak monitoring
Click to launch
Sierra Leone EWARS
Demo
Sierra Leonesurveillance

Sierra Leone EWARS

Early Warning, Alert, and Response System (SLEWARS)

Climate-aware early warning system for Sierra Leone with machine-learning outbreak prediction, DHIS2 integration, and province-level surveillance dashboards with automated alerts.

Real-time disease surveillanceML outbreak predictions
Click to launch
Demo
Rwandasurveillance

Rwanda CIEWS

Climate-Informed Early Warning System

Climate-informed early warning system for Rwanda linking environmental signals to disease risk. Real-time surveillance command centre with forecasting and alerting for proactive response.

Climate-informed risk signalsReal-time surveillance command centre
Click to launch

Specialist Platforms

Focused intelligence tools for biosecurity, vector control, readiness, and investment.

8 platforms
Active
analytics

Biosecurity Intelligence

Biosecurity Intelligence Platform

Intelligence platform for monitoring and assessing biosecurity threats. Consolidates signals into actionable insight to support preparedness, risk assessment, and rapid decision-making.

Biological threat monitoringRisk assessment & scoring
Click to launch
Active
Kisumu, Kenyasurveillance

Kisumu IRS

Indoor Residual Spraying Operations

Operational dashboard for indoor residual spraying campaigns around Kisumu. Tracks coverage, field operations, and intervention progress to support malaria vector control.

Spray campaign coverage trackingField operations monitoring
Click to launch
MENA Readiness
Active
MENAanalytics

MENA Readiness

MENA Climate-Health Readiness Assessment

Evidence-based readiness assessment for MENA countries, synthesising climate-and-health literature across readiness domains to surface gaps, scores, and recommendations for strategic planning.

Readiness scores across domainsGap analysis & recommendations
Click to launch
Active
analytics

Investment Intelligence

Global Health Investment Analytics

Investment intelligence platform providing real-time analytics, portfolio tracking, and strategic insights for global health security funding and resource allocation.

Real-time investment analyticsPortfolio performance tracking
Click to launch
Active
analytics

Malaria Scope

Malaria Intelligence Dashboard

Malaria intelligence dashboard providing real-time analytics, geographic surveillance, and data-driven insights to support malaria prevention, response, and elimination efforts.

Real-time malaria surveillanceGeographic risk mapping
Click to launch
Active
analytics

MNM-MMV

Maternal Near-Miss & Maternal Mortality Review

Maternal health platform supporting near-miss and maternal mortality review. Captures and analyses cases to identify risk patterns and drive quality-improvement decisions.

Maternal near-miss reviewMortality case analytics
Click to launch
Active
modeling

MPPT

Malaria Programme Planning Tool

Planning and prioritisation tool to support targeted health-programme decisions. Combines data layers to guide resource allocation and intervention strategy.

Programme planning supportIntervention targeting
Click to launch
Unreleased
analytics

Patient OS

IMACS Patient Operating System

National operating command centre that unifies patients, facilities, programmes, and disease signals into one accountable layer. SAGE-driven intelligence turns alerts into tasks and tracks real-world outcomes — hospitalisations averted, outbreaks contained, treatment restored.

National operating command centreAlert-to-task workflows
Click to launch

Country Reports

Interactive national health-security situation reports and analytics dashboards.

5 platforms
Active
Rwandaanalytics

Rwanda Report

Rwanda Health Security Report

Interactive national health-security situation report for Rwanda, presenting key indicators, trends, and analytics in a structured, decision-ready format.

Key health-security indicatorsTrend analysis
Click to launch
Active
Zambiaanalytics

Zambia Report

Zambia Health Security Report

Interactive national health-security situation report for Zambia, presenting key indicators, trends, and analytics in a structured, decision-ready format.

Key health-security indicatorsTrend analysis
Click to launch
Active
DR Congoanalytics

DRC Report

DR Congo Health Security Report

Interactive national health-security situation report for the Democratic Republic of the Congo, presenting key indicators, trends, and analytics in a structured format.

Key health-security indicatorsTrend analysis
Click to launch
Active
Egyptanalytics

Egypt Report

SAHA — Egypt Health Security Report

Interactive national health-security situation report for Egypt (SAHA), presenting key indicators, trends, and analytics in a structured, decision-ready format.

Key health-security indicatorsTrend analysis
Click to launch
Active
Bangladeshanalytics

Bangladesh Report

Bangladesh Health Security Report

Interactive national health-security situation report for Bangladesh, presenting key indicators, trends, and analytics in a structured, decision-ready format.

Key health-security indicatorsTrend analysis
Click to launch