Understand ESG risk at the sovereign level

Sovereign Intelligence is a suite of transparent country-level ESG datasets and analytics for professional investors. It delivers sovereign and regional insights for asset managers, asset owners, banks and wealth teams who need verifiable ESG data for macro research, portfolio allocation and reporting.

The dataset covers nearly 200 countries and territories. AI models continuously collect and structure new data from official, academic and media sources which are validated monthly through human review. This ensures macro and ESG analysts work from current and consistent inputs across portfolios.

Scores combine environmental indicators such as emissions, deforestation and energy intensity, social factors like education, health and inequality and governance factors including stability, corruption and institutional strength. AI models standardise diverse data sources and flag anomalies for analyst verification.

Each rating is generated through AI-driven aggregation and normalisation of verified international datasets. The results are then reviewed and validated by analysts using Integrum ESG’s auditable framework. This process ensures every score is both data-rich and explainable.

The platform integrates AI-curated ESG indicators into macroeconomic and credit models. Users can assess how sustainability factors correlate with fiscal strength, policy risk and long-term resilience. Quantitative outputs complement traditional macro research and stress testing.