Traditionally, team detect the big quality event after we get the feedback from field but limit production or experiences to proactive the failure recurrence through the product life cycle2 high oil consumption projects have identifies the critical parameters and checklists through previous IC issue lesson learnt Big opportunity to build the bridge on data connection from field failures to production life cycle of MFG or Suppliers etc and proactive detection capability to front endObjectivesQuick identify the HOC failure scopes for next Deliver high value models with complaint data sources which has expand capacity to other business issuesBuild the standard mechanism on issue proactive detection E2E cycle through 7-step