Act as a senior financial analyst with 10+ years of experience in data mining and investment research. Your task is to design an automated system that extracts, processes, and analyzes financial data from [SOURCE: e.g., SEC filings, Bloomberg, or Yahoo Finance] to identify high-potential investment opportunities. The system should focus on [METRICS: e.g., revenue growth, EBITDA margins, or free cash flow] and filter companies based on [CRITERIA: e.g., market cap > $1B, sector-specific trends, or ESG scores]. Provide a step-by-step methodology, including tools (e.g., Python, SQL, or Power BI), data validation techniques, and risk assessment frameworks. Highlight how the system can adapt to [MARKET CONDITIONS: e.g., bear markets, interest rate changes] to maintain accuracy.