||Powder impregnated fiber tows provides a means of producing composite precursor materials from otherwise intractable or difficult to process materials, which is common with high temperature resins. Powder towpreg production entails measurement and control of polymer deposition, line tension, and line speed. We have built a powder towline that monitors mechanical activities on the towline, and also implements quality control, providing a certificate for each towpreg package showing that the batch is within established specifications. This report also provides input data for subsequent analysis of polymer deposition uniformity. Specifically, application of fast Fourier transforms and autocorrelation algorithms shows if variations in polymer loading are periodic or random. If they are periodic, fluctuations in loading may correlate with changes in line tension and velocity, or other mechanical effects from the production line. The objective is to manipulate line parameters to deliver the most uniform polymer loading, with all sources of periodic fluctuations tuned out. The essential objective of quality control is to minimize variation in polymer loading and to achieve the most homogeneous coating possible. Details of the powder towpreg process, including tension control, spreading, powder deposition, sintering, process control instrumentation, and packaging will be presented along with examples of various types of powder towpregs that have been prepared.