Long customer wait times at service desk. A retail bank notices a steady rise in complaints about long queues at its in-branch service desk. Customers often wait 25–40 minutes for simple tasks like address updates or PIN resets., Employees don't know how to use Excel, Management demands too many reports, Absence of an automated data pipeline across five systems forces manual weekly reporting, causing errors and decision delays, The data is inaccurate, Stockouts during peak demand seasons. A consumer goods company consistently runs out of its top 20 SKUs during the festive season, losing an estimated 15% revenue to competitors who have inventory in stock., Warehouse staff are inefficient during peak season, Current demand forecasting models do not incorporate seasonal and promotional signals, leading to chronic stockouts of high-velocity SKUs during peak demand, The company needs a bigger warehouse, Customers buy too much during festivals.

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