A novel index, developed by industry experts, is poised to radically alter how Eskom manages critical power facility spares. This framework records reliability of parts, predicting anticipated failures and enhancing procurement processes. The index allows for a more preventative maintenance plan, minimizing downtime and enhancing the general output