Operational Exception Pattern Agent

The same operational problems keep coming back because each one is fixed alone and the cause is never found. Each month this agent groups recent exceptions, such as late dispatches or picking errors, into likely causes. It then checks evidence that tells causes apart, such as site, shift, supplier or document type. When a group turns out to have different root contexts, it splits the group and checks again. For each confirmed pattern, it proposes a small improvement experiment with a clear measure and time limit. The process improvement lead approves experiments and any policy change. The agent never draws conclusions about individuals. Edge case: a late dispatch group splits into missing documents at one site and carrier pickup times at another.