Identifying a business with substantial growth potential involves analyzing key financial metrics like Return on Capital Employed (ROCE). Tethys Petroleum shows promising ROCE growth over the past five years, indicating potential for future growth. The company's decreasing current liabilities and stable capital employed are positive signs for investors.