Fiscal Health Analysis System

DevTech Systems seeks to build an automated fiscal health analysis system that eliminates the current manual process of extracting financial data from local government reports. These reports (CAFRs/ACFRs) vary widely in format and structure and may appear as PDFs, Markdown files, or JSON exports. The goal is to create a scalable pipeline that can reliably identify, extract, normalize, and analyze key financial components—such as assets, liabilities, revenues, expenses, fund balances, and debt measures—across multiple localities and years.