A comparative reporting system provides financial benchmarking and analytics. Integrating public reporting and enterprise software systems, raw financial information from external sources derived from a plurality of reporting sources can be ingested and processed to extract attributes and metrics. The extracted attributes and metrics can be data warehoused together with financial information from the enterprise software system. Analytics can be performed to generate a comparison between the enterprise and the plurality of reporting sources.