Measured outcomes
Claim-cycle time: down 51%
Recurring-issue identification: 2-week lag → 24h
Engineer capacity for design improvements: +34%
240,000 annual claims processed with proportional team
An auto-component supplier processed 240,000 warranty claims annually. Each required reading reports, identifying root cause, and decision-making. Recurring-issue patterns surfaced too slowly.
GenAI pipeline grounded on the supplier’s warranty corpus + engineering documentation. Drafts root-cause hypotheses + recurring-pattern detection. Engineer reviews + confirms.
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