The Disruption Concern   "We can't afford disruption to current operations" is a valid concern. Understanding how to run AI pilots in parallel with manual processes prevents service degradation while proving AI value.  Proper pilot design creates zero customer-facing disruption.      Parallel Operations Approach   Week 1-2: Shadow Mode   How it works:   AI processes exceptions but does NOT contact customers  AI generates recommended actions only  Staff reviews AI recommendati