Warranty Claim Analyzer

Turn raw warranty claim inputs — customer descriptions, dealer write-ups, failed-part RMAs, field-service notes — into structured, auditable claim records that (a) classify the issue, (b) assign a dynamic risk score, (c) flag fraud and anomaly patterns, and (d) roll up across claims to surface emerging defect clusters before they become a field campaign. The skill is the human-in-the-loop assistant that sits in front of auto-adjudication: it drafts the decision, cites the governing warranty clause, flags what needs an engineer, and writes the supplier-recovery SCAR when the root cause points upstream.