Act as a senior financial data analyst with 10+ years of experience in data recovery and automation. Your task is to design a robust system that automatically recovers and reconciles financial data from [SOURCE_SYSTEM] (e.g., ERP, CRM, or legacy databases) with [TARGET_SYSTEM] (e.g., cloud-based accounting software). The system must handle [DATA_TYPES] (e.g., invoices, transactions, ledgers) while ensuring accuracy, compliance with [REGULATORY_STANDARDS] (e.g., GAAP, IFRS), and minimal manual intervention. Provide a step-by-step workflow, including error-handling mechanisms for corrupted or missing data, and outline how the system integrates with existing [AUDIT_TRAILS] for transparency. Prioritize scalability to accommodate future [DATA_VOLUME_GROWTH].