A German study from the ifaa-trendbarometer shows that approximately 80 % of the interviewed experts assign the “Continuous Improvement Process” (CIP) a high or very high priority for the success in the “shop floor” [1]. The sustainable implementation of the CIP into an existing production system and the continuous use of CIP in daily business are associated with multifarious problems. This presents a major challenge for many companies in their operational production management. The following case study introduces a planning model, which considers the usual practical problems and helps for an appropriate approach in three phases to the CIP.