Why batch-wise testing matters more than the datasheet

A datasheet describes intent. A certificate of analysis describes reality. Formulation teams lose far more money to variation than to unit price.

Five gates

Incoming inspection, in-process checks, finished goods release, documentation and a retained sample — every consignment passes all five before a seal goes on.