how can you tell

Ours is a process industry where a unit comes out in almost 40 to 45 seconds, My question is on what basis you can conclude that the sample is true representative of the lot or the process variation. Please note that there is high inconsistency in the quality that we are achieving.

Thanks in advance
Sreedher