We present FoodBroker, a new data generator for benchmarking graph-based business intelligence systems and approaches. It covers two realistic business processes and their involved master and transactional data objects. The interactions are correlated in controlled ways to enable non-uniform distributions for data and relationships. The generated dataset can be arbitrarily scaled and allows comprehensive graph- and pattern-based analysis.