This paper describes recent experience with a mathematical programming based system for factory planning/scheduling. Two case studies have been presented based on retrofit, design, scheduling! planning of a chemicals manufacturing plant with its restricted supply chain operation and a fast moving consumer goods factory. This paper will describe in detail the approach, highlighting both the benefits and the disadvantages of this system.