which inputs most affect outcomes and which assumptions may warrant stress testing. Pythia also benchmarks model outputs against internal plans and external reference data to provide comparative performance insights. The software generates narrative summaries and reports, such as trading updates and business reviews, based on model metrics and variances. It operates as a read-only evaluation layer that treats uploaded financial models as confidential and uses them only to deliver the service, with no provision of regulated financial or professional advice.