Question of the WeekHow Can Prescriptive Analytics Determine Retailers’ Corrective Actions? Coresight Research July 13, 2020 QUESTION OF THE WEEK: How Can Prescriptive Analytics Determine Retailers’ Corrective Actions? Prescriptive analytics has five core capabilities that incorporate machine learning to suggest corrective actions to retailers: Anomaly detection, whereby performance that deviates from an average or baseline for a variety of retail metrics is identified; assessing hidden demand—revenues that retailers could have collected but missed; sentiment analysis; clustering—the aggregation of similar customers, employees or stores; and shrink This document was generated for Other research you may be interested in: Highlights from NextGen 2025: Retail, Real Estate & the New Consumer—InfographicAI in Retail: What’s Now and What’s Next—Premium Subscriber Call, November 2025Personal Financial Sentiment Hits Six-Month Low: Weekly US Consumer Sentiment, Week 48, 2025—Data GraphicWeekly US Store Openings and Closures Tracker 2025, Week 20: Bob’s Discount Furniture Announces Store-Expansion Plan