Measuring The Financial Health of Companies Using Z-Score and Data Analytics

The study examines the financial health of MCKB Construction LLP, Bengaluru, using Altman’s Z-Score model over a five-year period (2020–2024). The research applies ratio analysis combined with data analytics tools to classify the company’s solvency status into Safe, Grey, or Distress zones. Findings reveal that while the firm demonstrated robust financial health in the early years, it experienced a steady decline, entering the Grey Zone in 2023–2024. Persistent liquidity shortages, weakening asset turnover, and declining operational efficiency are key concerns. The study concludes with recommendations for strengthening working capital, restructuring debt, and adopting predictive analytics for proactive financial monitoring.