The technician also supports the training process by overseeing the execution of the audits and certification of associates and process optimization by identifying systemic defects, recommending adjustments to sewing parameters, and contributing to lean manufacturing improvements that enhance first‑pass yield, reduce rework and scrap, and stabilize production quality across multiple product lines. The technician performs detailed root‑cause analysis on non‑conformances by evaluating machine settings, operator technique, material behavior, and workflow sequencing, then collaborates with production and engineering teams to implement corrective and preventive actions.