Comprehensive quantitative decision support models ensure tightly aligning retail shelf supply with consumer demand and leading to efficiency gains for the entire chain. Some examples will illustrate this. The first ones describe a sequentially integrated retail logistics example, the second type hierarchical interdependencies.