Following the financial crisis of 2008, a number of regulatory laws and standards were introduced in an effort to reduce the “systemic risk” a bank poses to the financial system. This whitepaper details a series of use cases and lessons learned around key imperatives related to the European Union’s BCBS 239 Principles for Effective Risk Data Aggregation and Risk Reporting.