Controller performance monitoring and diagnosis is beneficial to ensure profitable implementation of control in practice. The goal of this paper is share the experience of the author with respect to useful technology that has been developed in this field. Particular attention is given to the problem of monitoring industrial multivariable controllers. Industrial examples and opportunities for further research are presented.