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: Holiday 2025: A Deeper Analysis of the SNAP Impact on Holiday Sales; Recently Lowered US Retail Sales Growth EstimatesShoptalk Fall 2025 Day Two: Scaling Pilots, Pivoting with Intelligence and Building Next-Gen Customer ExperiencesRetail Technology Show 2025: Hearing About Sustainability, Smart Fashion, QR Codes, Unified Commerce and MoreThree Data Points We’re Watching This Week, Week 20: Cross-Border Players Don’t Prevent Amazon Reaching New Highs in Apparel