Not only is subject enrollment highly variable, but uncertainties also arise in manufacturing and shipment lead times, failure in process and in production supplies. Furthermore, the life of a clinical trial materials supply chain, which is in the range of 1-2 years, is significantly shorter than that of a commercial supply chain, which usually goes beyond 10 years.