AI Use Case

Analyse warranty data to signal quality issues, measure risk and optimise pricing

Customer response to warranties generates a lot of data that can be mined to predict potential specific quality issues and to predict risk across the product portfolio.

Function

Marketing

Merchandising

Benefits

Risk reduction - Reduced legal exposure,Revenue - Pricing optimisation,Operational Support - Issue triage

Case Studies

Industry

Consumer Goods And Services

Retail General

Data Sets

Structured / Semi-structured,Text

AI Technologies

Machine Learning (ML),Product Type - NLP - Text Entity Extraction,Product Type - Natural Language Processing (NLP),ML Task - Prediction - Annotation,ML Task - Prediction - Data Translation/Transformation,Traditional AI,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Binary Classification

Potential Vendors