# Manufacturing quality intelligence shift brief

## Current quality picture

Summarize defect movement, high-confidence recommendations, unresolved exceptions, affected lines, downtime risk, and supplier or maintenance dependencies.

## Decisions needed

Call out which recommendations need reviewer action, which issues require containment, and which root-cause hypotheses should be tested in the next shift.

## Handoff evidence

Attach trace samples, inspection records, work orders, operator feedback, and closure evidence. Keep unresolved recommendations assigned to a named owner.