AI case study

Amazon PharmacyDemand forecasting

Forecasting was scattered across disparate teams. ML now unifies daily planning with 5% error, saving 5 hours/week.

Published|1 year ago

Key results

Weekly Time Savings
~5 hours
Forecast Error Rate
5%

Result highlights

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The story

Context

A full-service digital pharmacy licensed in all 50 states, managing complex logistics to deliver medications directly to customers with same-day service in multiple major cities.

Challenge

Different teams managed separate forecasting processes, leading to long cycle times and limited data granularity. Staff struggled to manually account...

Solution
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Quotes

The company

Amazon Pharmacy logo

Amazon Pharmacy

pharmacy.amazon.com

Online pharmacy for prescription fulfillment, management, and home delivery.

IndustryRetail
LocationSeattle, WA, USA
Employees1K-5K
Founded2020

The AI provider

Amazon Web Services (AWS) logo

Amazon Web Services (AWS)

aws.amazon.com

Cloud computing platform and on-demand infrastructure services.

IndustryTechnology
LocationSeattle, WA, USA
Employees100K+
Founded2006

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