Many companies have implemented supply chain compliance programs. These compliance programs are designed as a financial incentive to drive quality in the supply chain process. Many of these programs focus on imposing financial penalties on suppliers as opposed to creating financial rewards. A typical compliance program can dictate dozens of business rules that must be adhered to. Violating any single business rule typically has a fine (a.k.a. chargeback or deduction).