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Karan Agrawal

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January 26, 2021

How to improve retail customer experience: Listen to The Youth

Scott Luton wrote, “How to Improve the Customer Retail Experience: Listen to the Youth” for SAP. Read the Full Article Here.
inventory control
July 16, 2026

The Sales You’re Losing to an Inventory Record

Inventory audits may be one of retail’s most overlooked revenue opportunities. Every large retailer has invested in software that predicts demand, triggers replenishment, and manages shelf space with precision. Almost none of that software questions whether the inventory number it’s reading is actually correct. A recent study in the Journal of Business Logistics suggests that blind spot is expensive, and that fixing it is one of the more overlooked levers a retailer has for growing sales. The researchers, working with a major UK grocery chain, examined roughly 24,000 products across 11 stores to understand why inventory records drift from what’s physically on the shelf, a problem known in the industry as inventory record inaccuracy. They then ran a field experiment to measure what happens to sales when a store corrects those records through a full audit. The results reframe a task most retailers treat as a nuisance into something closer to a growth strategy. Start with why the records go wrong in the first place. The study found that products carrying more inventory and products replenished more often were significantly more prone to inaccuracy. That makes intuitive sense: every case broken down, every unit moved from backroom to shelf, is…