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Machine Learning & Predictive Analytics in Retail & E-Commerce Supply Chain

24 documented Machine Learning & Predictive Analytics deployments in Retail & E-Commerce Supply Chain. Source-extracted; not independently verified.

This evidence set isolates Machine Learning & Predictive Analytics deployments within Retail & E-Commerce Supply Chain. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Last updated
Maintained by
Peter KorpakLead Editor
Methodology
How evidence is checked
24
Case Studies
2
Vendors

Documented Machine Learning & Predictive Analytics implementations in Retail & E-Commerce Supply Chain

D
Retail & E-Commerce Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics
Reported result:
85 - 90% Weekly DC forecast accuracy in fresh, excluding promotions
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: SymphonyAISource published Source link checked Automated evidence gate passed
B
Retail & E-Commerce Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics
Reported result:
89% Weekly forecast accuracy, regional level
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: RELEX SolutionsSource published Source link checked Automated evidence gate passed
S
Retail & E-Commerce Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics
Reported result:
0.20% Waste rate, tofu and fried products (overall 0.52%)
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: Microsoft Customer StoriesSource published Source link checked Automated evidence gate passed
G
Retail & E-Commerce Supply ChainInventory OptimizationMachine Learning & Predictive Analytics
Reported result:
$230M → $92M (60% reduction) Dead Stock Volume
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: ibuconsulting.comSource link checked Automated evidence gate passed
W
Retail & E-Commerce Supply ChainInventory OptimizationMachine Learning & Predictive Analytics
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: supplychain360.ioSource published Source link checked Automated evidence gate passed
W
Retail & E-Commerce Supply ChainInventory OptimizationMachine Learning & Predictive Analytics
Reported result:
20–25% Out-of-Stock Rate Reduction
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: www.financialcontent.comSource published Source link checked Automated evidence gate passed
T
Retail & E-Commerce Supply ChainInventory OptimizationMachine Learning & Predictive Analytics
Reported result:
150 bps improvement for top 5,000 items On-Shelf Availability
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: www.alphasumer.comSource published Source link checked Automated evidence gate passed
I
Retail & E-Commerce Supply ChainRoute & Fleet OptimizationMachine Learning & Predictive Analytics
Reported result:
28% of total Ikea retail sales (FY2024) Online Sales Share
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: www.retaildive.comSource published Source link checked Automated evidence gate passed
Favicon of o9 Solutions
Retail & E-Commerce Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics
Reported result:
6 months from selection to go-live Deployment Timeline
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
o9 Solutions
Cited source: o9solutions.comSource published Source link checked Automated evidence gate passed
K
Retail & E-Commerce Supply ChainWarehouse Automation & RoboticsMachine Learning & Predictive Analytics
Reported result:
4–5x faster than original process Order Fulfillment Speed
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: www.omnimod.comSource published Source link checked Automated evidence gate passed
N
Retail & E-Commerce Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics
Reported result:
$200M Incremental Profit
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: www.symphonyai.comSource link checked Automated evidence gate passed
M
Retail & E-Commerce Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics
Reported result:
8% fewer out-of-stock situations Stock-Out Reduction
Deployment timeframe:
Not reported by source
Technology:
Machine Learning & Predictive Analytics
Vendor:
Not available in record
Cited source: ltm.comSource published Source link checked Automated evidence gate passed

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All AI in Retail & E-Commerce Supply ChainAll Machine Learning & Predictive Analytics implementationsAll Industries