Per-unit traceability — not batch or shift logs — is what IATF 16949 §8.5.2 actually requires for welding as a special process, and manual solvent wiping cannot satisfy it. Solvent cleaning is typically logged by shift average, creating a per-unit documentation gap that auditors flag. When a weld issue surfaces downstream, missing per-part prep records weaken corrective action. Laser cleaning closes that gap automatically: the system logs 4 parameters per part — power (W), cleaning speed (mm/s), pass count, and timestamp — without manual entry. That per-unit record satisfies §8.5.2 without added documentation overhead. Laser pre-cleaning of aluminum cell terminals before ultrasonic wire bonding also reduces false-negative rates in laser weld monitoring (LWM) inspection — cleaned surfaces lower the false-reject scrap rate in automated quality systems (EWI, 2024), a yield improvement that typically surfaces only when it shows up in the scrap rate.