Filling Process for Pharmaceutical Compositions

A non-transitory computer-readable medium having computer-readable instructions stored thereon that, when executed by one or more processors, cause the one or more processors to:

• obtain historical fill weight data indicating actual, per-unit fill weight volumes for a plurality of vessels;
• generate, based on analysis of the historical fill weight data, a distribution of simulated fill weights;
• randomly sample the distribution of simulated fill weights to select a subset of the simulated fill weights;
• perform a quality check on the subset of the simulated fill weights;
• generate a modified distribution of simulated fill weights at least by removing, from the distribution of simulated fill weights, samples of the subset that failed the quality check;
• convert the modified distribution of simulated fill weights to a distribution of fill volumes;
• calculate a distribution of deliverable volumes based on the distribution of fill volumes;
• and
• cause a display to present one or both of (i) the distribution of deliverable volumes, and (ii) one or more quality performance metrics derived from the distribution of deliverable volumes.