Cross-Site Intelligence & Scaling

Use Cases	Our Solution	Potential Gains / ROI
Changeover times are inconsistent and blow past targets.	Capture operator-specific step times to identify learning stalls. Scheduler sequences jobs to compress learning.	Cut changeover time by 15-30% Reduce overtime by 10-20%
"First-In, First-Out" (FIFO) rules create starve/block oscillations.	AI sandbox tests dispatch policies (CONWIP, Kanban) against live data to find the optimal rule.	Increase throughput by 8-12% Reduce flow variance by 25-40%