PennAnalytics delivers specialized economic modeling, CECL validation, and risk analytics for community banks, commercial banks, and agricultural credit associations.
Custom financial economic models built for the specific risk profiles of community banks and agricultural credit associations, grounded in regulatory standards.
Independent validation of credit loss, stress testing, and forecasting models — ensuring your models meet examiner expectations and internal governance requirements.
End-to-end support for Current Expected Credit Loss adoption, from methodology selection through documentation and ongoing monitoring frameworks.
Data-driven peer group identification and benchmarking for ACAs and community banks, supporting CECL, stress testing, and strategic planning exercises.
Identify peer agricultural credit associations for CECL and other benchmarking exercises. Powered by the most recent quarterly call report data — no file uploads required.
Comprehensive financial analysis for agricultural credit associations. Track ratio trends over time, analyze individual institution financials, benchmark against custom peer groups, and screen the full FCS universe — powered by FCA Call Report data.
Identify peer community and commercial banks for benchmarking and efficiency analysis. Powered by the most recent quarterly call report data — no file uploads required.
Machine learning-based rankings of U.S. banks by failure risk using CAMELS and growth metrics. Updated quarterly with proprietary bank risk score based on 1Q and 4Q failure probabilities.
Interactive financial performance analysis for FDIC-insured banks, built on FFIEC Call Report data spanning 2001 to present. Track ratio trends, build custom ratios, benchmark against peers, and screen the full universe of institutions.
Scenario-based stress testing for banks and ACAs, with built-in regulatory scenario libraries and exportable reporting.
PennAnalytics LLC provides specialized consulting to community banks, commercial banks, and agricultural credit associations across the United States.
Our work combines deep expertise in economic modeling and regulatory compliance with a practical understanding of the institutions we serve — delivering insights that are rigorous, defensible, and actionable.
We focus on CECL implementation, stress testing frameworks, model validation, and peer benchmarking — the analytical foundations that support sound risk management and regulatory excellence.
Ready to enhance your institution's analytical capabilities? Reach out to discuss how PennAnalytics can support your goals.