Identifying a high-growth business involves analyzing key financial metrics like Return on Capital Employed (ROCE) and capital employed expansion. Hemisphere Energy shows a strong ROCE of 40% and a 65% increase in capital employed, indicating a promising business model with profitable reinvestment opportunities.