risk-assessment-frameworks

Assess political risk by integrating V-Dem, Transparency International CPI, and Freedom House indicators with a Drools risk rules engine to generate composite risk scores and early warnings for democratic backsliding.

Monitor corruption risk by applying multi-layer risk aggregation across individuals, institutions, and system-wide health to surface governance integrity early warning signals and mitigation priorities for Swedish actors.

Generate early warning signals by loading the included sample risk dataset to run the assessment workflow, which produces composite scores, risk flags, and recommended mitigations for coalition stability.

A Drools-based risk rules engine quantifies governance integrity by applying structured framework rules to international democracy indicators, producing composite risk scores and actionable early warnings for political institutions.

The risk assessment framework supports multi-layer aggregation, scoring democratic health across individuals, institutions, and system-wide levels to enable governance audits, policy prioritization, and media risk reporting.

Integration requires aligning V-Dem and Freedom House democracy indicators within the Drools rules engine framework, limiting assessments to the political and institutional risk factors mapped by those international data sources.