Turning Political Risk into Decision Intelligence

Building a decision-support system that brought fragmented political-risk data into a single evidence base, automated risk updates, surfaced early indicators of change and produced clearer decision-ready insight for clients operating across Africa.

Political risk data architecture
Built the evidence foundation by integrating fragmented data sources and unstable spreadsheets into a single, structured source of truth.
Interactive political risk visualisation
Turned complex political-risk data into an interactive decision interface, making patterns and differences across countries easier to understand and compare.
Automated political risk model
Automated risk-model updates so the evidence remained current as conditions changed, reducing manual effort and improving consistency.
Political risk analytical dashboard
Created analytical dashboards and early-warning views to surface changes in political risk before they became obvious in conventional reporting.
Political risk time-series analysis
Added time-series analysis to distinguish persistent risk from short-term volatility and strengthen the evidence used in forecasting.
Political risk decision reports
Converted the analysis into decision-ready client products, creating a new data-driven insight capability for foreign direct investment and trade-finance decisions.

Decision Outcome

The project turned political-risk analysis from a fragmented, largely manual process into a repeatable decision system: one evidence base, automated risk updates, early indicators of change and clearer client reporting. The result was faster analysis, more consistent judgement and a new data-driven product for client decisions.

See More Selected Work