A gaming device system in which a plurality of gaming devices are linked by a common bonus event is provided. The present invention relates to a method of producing sulfonylpyrrole compound, which includes reducing compound and hydrolyzing the reduced product to give compound, subjecting compound to a sulfonylation reaction to give compound, and subjecting compound to an amination reaction. Information from BPM systems is used to calibrate models of the business process.