Foresight Lab
Data Analysis, Modeling, and Strategic Foresight
Methods for monitoring regional developments, assessing risk, and analyzing policy under uncertainty.
Regional focus
Horn of Africa · Red Sea · Arabian Peninsula
Foresight Lab tracks emerging risks, structural change, and cross-border systems across these connected regions.
Horn of Africa
Red Sea
Arabian Peninsula
Regional Security Monitor
Maritime Security Incidents
Reviewed public reporting for the Horn of Africa, the Red Sea, and the Arabian Peninsula. Maritime and conflict monitoring use separate source systems appropriate to each domain.
Prototype
Last updated Loading…
Loading maritime monitoring data…
Incident type
Current distribution
Categories reflect reported incident classifications. HAI does not infer attribution from incident type.
Trend
Maritime reports over time
Regional Security Monitor
Conflict Events
Validated weekly trends and preliminary daily signals across the Horn of Africa and the Arabian Peninsula.
Conflict monitor
Two evidence layers
Validated Weekly
Conflict-event trends
Weekly totals, reported fatalities, four-week averages, country comparisons, and event-type composition.
The validated weekly series will appear when the authorized data connection is activated.
Country comparison
Latest 30 days
Event type
Latest 30 days
Trend
Weekly conflict events
Preliminary Daily
Early conflict signals
Daily media-coded indicators for situational awareness. These are kept separate from validated event totals.
The first daily signal refresh is pending.
Country signals
Latest daily period
Daily trend
Material-conflict signals
Foresight Lab
How it supports HAI research
Foresight Lab supports all four research areas by integrating data analysis, geospatial methods, forecasting, simulation, and scenario development with regional and institutional knowledge. Models inform judgment; they do not replace it.
Capabilities
Methods and analytical capabilities
Strategic foresight
Horizon scanning, trends, early indicators, scenarios, and emerging-risk assessment.
Quantitative analysis
Statistical modeling, measurement, pattern detection, validation, and uncertainty analysis.
Geospatial analysis
GIS, remote sensing, mobility, infrastructure, environmental monitoring, and risk mapping.
Systems modeling
Simulation, network analysis, system dynamics, causal analysis, and sensitivity testing.
Early warning
Indicator design, event monitoring, escalation analysis, and structured risk assessment.
Policy analysis
Scenario comparison, trade-off analysis, implementation assessment, and communication of uncertainty.
Research using these methods
Current research agenda
Mapping Investment from the Arabian Peninsula in the Horn of Africa: Actors, Sectors, and Geographic Patterns
Measuring State Capacity in Conflict-Affected Horn of Africa Countries: Concepts, Indicators, and Data Constraints
Regional Security Cooperation Report: Institutionalization Index and Comparative Measures
Red Sea Maritime Security Report: Security Index and Regional Trends
Analytical Standards
Standards for evidence and inference
HAI documents assumptions, identifies data limitations, evaluates uncertainty, tests model behavior, and interprets computational outputs alongside institutional knowledge, field evidence, and regional expertise.
Back to Research