Why Process Deviations on High-Mix Automotive Assembly Lines Are Detected Too Late
Ubisense2026-03-09T12:21:41+00:00Why process deviations on high-mix automotive assembly lines are detected too late High-mix automotive assembly lines are designed for flexibility, not predictability. Variant-heavy builds, frequent changeovers, manual interventions, and rework loops are normal. Yet most quality and production systems are still structured around an assumption of repeatability. This mismatch is why process deviations are so often discovered after the fact — during end-of-line checks, quality audits, or customer issues — rather than when they







