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: Analyst Corner: Wayfair Turns a Profit for the First Time in Four Years—Four Drivers of Its Performance, with Madhav PitaliyaCEO Brief: Coresight Research Agenda for 2026—Retail’s Strategic ImperativesHigh-Income Consumers Turn Optimistic About Economy: Weekly US Consumer Sentiment, Week 18, 2025—InfographicThe New Coresight 100: Leading the Retail Charge in 2025