Troubleshoot
Failures provide invaluable data extracted by careful examination.   Some experience examples are listed below.
Examine the data itself to ensure it is not questionable, false, or misleading.   Diagnose the root cause as a design flaw, fabrication flaw, unanticipated use, or misuse.
Mechanical Transduction