Facing chronic equipment failure and non-optimized commissioning settings, this high-volume food and beverage packaging line was transformed from operational risk to predictable reliability. We executed a specialized reliability engineering upgrade to the robotic pick-and-sort system's vacuum concept, recovering 130 minutes of daily uptime and reducing unplanned downtime to just 20 minutes. Through mechanical timing optimization and data-driven controller speed adjustments, we unlocked a 26.2% throughput increase, raising daily attainment from 42,000 to 53,000 units. By integrating structured Root Cause Analysis (RCA) and a proactive maintenance program, we guaranteed the equipment reliability necessary for the client to meet soaring market demand while mitigating auditable compliance risks. London, ON, Canada.