Harish Rao
Harish RaoBusiness Process Transformation & AI Advisory
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Transformation Story · Retail / Logistics

UK Furniture Retailer — Tracing Customer Complaints Back to Logistics Failure Points

How complaint reduction can require looking upstream into the delivery system rather than optimizing the contact center that receives the complaint.

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Case Study at a Glance

The transformation in under a minute.

Business problem

Customer complaints were being created by damage and defects in the logistics / supply-chain process.

What was done

Applied process assessment, analytics and failure-point analysis to identify where delivery damage was being introduced.

Outcome / evidence

Logistics-process defects were identified to support reduction of damage-related complaints; no quantified reduction is recorded.

1Visible symptom: complaints
UpstreamLikely source: logistics process
1Root-cause view across the journey
Retail TransformationLogisticsRoot Cause AnalysisCustomer ExperienceOperational Analytics
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