Over the past two decades working with enterprise systems and large-scale digital transformation programs, I have observed a fundamental shift in how organizations operate their technology platforms.

The dominant failure mode of industrial predictive maintenance is not model inaccuracy. It is a broken handoff between detection and response. This paper describes an integration architecture that ...