This paper outlines how KPIs based upon Leading and Lagging Indicators can help in maintaining performance and to help prevent potential future incidents from occurring. Accidents, such as the Texas City Isomerization Unit explosion in 2005, highlighted the need for such indicators and was a key recommendation in the Chemical Safety Board’s final, published, report on the accident.