Automated Warranty Claims – Medical Device Manufacturing
The Challenge:
A medical device manufacturer processed 850 monthly warranty claims with manual review taking 8-12 days per claim. Claim approval rates varied by reviewer (52%-78%), fraudulent claims were difficult to detect, and suppliers disputed 25% of cost recoveries due to incomplete documentation. Customer frustration with slow turnaround affected satisfaction scores.
The Solution:
Implemented Dynamics 365 Customer Service for warranty case management with Power Apps customer portal for claim submission with guided workflows. Azure AI validated claims against product registration data, purchase history, and failure patterns in Fabric flagging anomalies for review. Power Automate routed claims based on complexity and value with automatic approvals for qualifying claims. Power BI tracked claim trends, processing times, fraud indicators, and supplier recovery rates.
Result:
Claim processing time reduced from 10 days to 2.5 days, approval consistency improved with AI-assisted decision support reducing variance to 68%-74% range, and fraudulent claim detection increased by 63% saving $125K annually. Supplier recovery success rate improved from 75% to 92% through complete documentation, and customer satisfaction with warranty process increased from 69% to 88%.