Operational excellence has never been more important for energy and chemical companies given the risks of industrial accidents, gaps in technical talent, rapidly changing operational models (e.g., for unconventional resources), and ever-higher goals for returns on capital employed. ADI Analytics has helped several energy and chemical companies pursue and attain operational excellence using a variety of tools including Six Sigma, lean, kaizen workshops, and Design for Six Sigma.