The AI Bank Statement Automation & Financial Analysis Agent is a Python-based tool that consumes raw bank statement documents (PDF, CSV), applies OCR and data-extraction pipelines, and uses large language models to interpret and categorize each transaction. It produces structured ledgers, spending breakdowns, monthly summaries, and future cash flow predictions. Users can customize categorization rules, add budget thresholds, and export reports in JSON, CSV, or HTML. The agent combines traditional data-processing scripts with LLM-powered contextual analysis to deliver actionable personal finance insights in minutes.