Structured Risk Datasets

The Global Risks Alliance (GRA) delivers the world’s most advanced structured data infrastructure for risk financing, regulatory compliance, and capital intelligence across sectors. As a sovereign-grade business league for risk professionals, institutional investors, and public regulators, GRA transforms unstructured signals into processed, audit-ready intelligence—enabling members to navigate and lead in today’s volatile financial and geopolitical environment.

Through its curated library of benchmark risk indices, globally harmonized taxonomies, GHG emissions inventories, and stress testing baselines, GRA provides a legally certified and simulation-attested foundation for ESG disclosures, actuarial models, climate stress scenarios, and supervisory compliance filings. These structured data products are fully interoperable with regulatory frameworks such as IFRS, Basel III/IV, TCFD, SFDR, and climate risk stress protocols from global central banks and financial regulators.

Designed for seamless integration across sovereign funds, insurance portfolios, carbon markets, financial institutions, and public sector bodies, GRA’s structured datasets power intelligent capital deployment, verifiable risk classification, and fiduciary alignment. All outputs are published under open licensing terms or industry-grade commercial use agreements, enabling dual-use by both regulated institutions and open-source ecosystems.

With structured intelligence at the core of systemic risk governance, GRA sets the global standard for data integrity, cross-border compliance, and anticipatory foresight in risk finance—positioning its members to lead across sustainability, resilience, and financial innovation.

Industry-grade datasets tailored for regulatory compliance, capital allocation, and foresight analytics

Covers global ESG, GHG, and financial risk baselines from 1984 to present, with spatio-temporal resolution from ESA, UN, and financial authorities