In a trend that reflects the increasing demand for intelligent applications driven by business data, IBM today is building out a significant number of applications that leverage machine learning technologies to optimize business process decisions. This talk highlights this trend; and describes the many different ways in which leading edge machine learning concepts are being utilized in business applications developed by IBM for its internal use and for clients.