AI supply chain Case Studies: 150+ Documented Implementations
AI for Supply Chain documents 150+ published AI implementations in supply chain from cited public sources. Reported results are source claims, not independent verification. Filter by industry, use case, or technology.
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- Peter KorpakLead Editor
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Yusen Logistics
FourKites
Yusen Logistics' healthcare division lifts shipment tracking from about 70% to close to 100% with FourKites
Supply Chain Visibility & TrackingPharmaceutical & Healthcare Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- about 70% to close to 100% Share of shipments tracked (per NIC-Place managing director)
- Deployment timeframe:
- Not reported by source
T
Tillamook
Vendor not available in record
Tillamook halves outbound damage claims and avoids $173K in chargebacks with Kargo's dock camera towers
Quality Control & InspectionFood & Beverage Supply Chain
- Technology:
- Computer Vision
- Reported result:
- 50% Year-over-year reduction in damage claims
- Deployment timeframe:
- Not reported by source
W
Western Digital
Vendor not available in record
Western Digital's pilot lifts primary carbon data for its biggest suppliers from 30% to 90% with Sluicebox
Sustainability & Carbon TrackingElectronics & Semiconductor Supply Chain
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 30% to 90% Primary carbon data coverage for biggest suppliers (pilot)
- Deployment timeframe:
- Not reported by source
S
Sun Country Airlines
Vendor not available in record
Sun Country Airlines cuts parts costs 6.6% and automates 93.5% of purchases, SkySelect reports
Procurement AnalyticsAerospace & Defense Supply Chain
- Technology:
- Not available in record
- Reported result:
- 6.6% Reduction in parts costs (reported by SkySelect)
- Deployment timeframe:
- Not reported by source
a
allnex
Vendor not available in record
allnex reaches 70% order automation and 98% data extraction accuracy across three regions with Rossum
Order Management & FulfillmentEnergy & Chemicals Supply Chain
- Technology:
- Natural Language Processing
- Reported result:
- 70% Order automation rate, global, end of 2025
- Deployment timeframe:
- Not reported by source
W
Wish Farms
Vendor not available in record
Wish Farms quadruples inspection capacity and cuts rejections by up to 50% with Clarifresh
Quality Control & InspectionFood & Beverage Supply Chain
- Technology:
- Computer Vision
- Reported result:
- 4× Inspection capacity
- Deployment timeframe:
- Not reported by source
G
General Motors
Vendor not available in record
General Motors prevents at least 75 factory stoppages with AI-driven supplier risk monitoring
Supplier Risk ManagementAutomotive Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- At least 75 Factory stoppages prevented in 2025 (year to date)
- Deployment timeframe:
- Not reported by source
Z
Zuari FarmHub
Vendor not available in record
Procol reports Zuari FarmHub cut freight procurement cycles by up to 95% with AI-led sourcing
Procurement AnalyticsProcurement & Sourcing
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Up to 95% Reduction in freight procurement cycle time
- Deployment timeframe:
- Not reported by source
I
Intel
Vendor not available in record
Intel saves $20 million on contracted freight rates with AI-driven rate request automation
Procurement AnalyticsElectronics & Semiconductor Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $20 million Savings on contracted freight rates
- Deployment timeframe:
- Not reported by source
B
Bristol Myers Squibb
Vendor not available in record
Bristol Myers Squibb cuts its RFP process to under 30 days with Globality's AI sourcing platform
Procurement AnalyticsPharmaceutical & Healthcare Supply Chain
- Technology:
- Not available in record
- Reported result:
- Less than 30 days RFP cycle time, down from six to nine months on average
- Deployment timeframe:
- Not reported by source
M
McLane
Vendor not available in record
McLane's Aurora pilot logs over 280,000 autonomous miles and 1,400 loads ahead of driverless runs
Route & Fleet OptimizationFood & Beverage Supply Chain
- Technology:
- Not available in record
- Reported result:
- 100% On-time performance during the pilot (per Aurora)
- Deployment timeframe:
- Not reported by source
C
CEVA Logistics
Vendor not available in record
CEVA Logistics improves planning productivity 40% with AI-powered last-mile dispatching
Route & Fleet OptimizationLogistics & Freight
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 40% Improvement in planning productivity
- Deployment timeframe:
- Not reported by source
V
Valrhona
Vendor not available in record
Valrhona automates 95% of emailed customer orders with Esker
Order Management & FulfillmentFood & Beverage Supply Chain
- Technology:
- Natural Language Processing
- Reported result:
- 95% Emailed customer orders processed automatically
- Deployment timeframe:
- Not reported by source
D
Delhaize
Vendor not available in record
Delhaize lifts affiliated-store forecast accuracy about five percentage points on average across 600 stores
Demand Forecasting & PlanningRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 85 - 90% Weekly DC forecast accuracy in fresh, excluding promotions
- Deployment timeframe:
- Not reported by source
B
Biyoute Trading
Vendor not available in record
Biyoute Trading reaches 89% regional weekly forecast accuracy and over 98% on-shelf availability with RELEX
Demand Forecasting & PlanningRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 89% Weekly forecast accuracy, regional level
- Deployment timeframe:
- Not reported by source
S
Super Hosokawa
Vendor not available in record
Super Hosokawa trial: tofu and fried food waste at 0.20% vs 0.52% overall, using Imamura Shoji forecasts
Demand Forecasting & PlanningRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 0.20% Waste rate, tofu and fried products (overall 0.52%)
- Deployment timeframe:
- Not reported by source
Cited source: Microsoft Customer Stories
Read the evidence →Source published
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A
Atlas Energy Solutions
Vendor not available in record
Atlas Energy Solutions hauls over 450,000 tons of sand with Kodiak driverless trucks
Route & Fleet OptimizationEnergy & Chemicals Supply Chain
- Technology:
- Not available in record
- Reported result:
- Over 450,000 tons Sand hauled by driverless trucks, as of Mar 31, 2026
- Deployment timeframe:
- Not reported by source
Cited source: Atlas Energy Solutions
Read the evidence →Source published
Source link checked
Automated evidence gate passed
V
Volero
Vendor not available in record
Volero cuts surplus orders 58% and stock-outs 10% with Netstock AI planning
Inventory OptimizationRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 58% Reduction in surplus orders
- Deployment timeframe:
- Not reported by source
B
Berggård Amundsen
Vendor not available in record
Berggård Amundsen cuts inventory value 12% across stores and DC with RELEX AI forecasting
Inventory OptimizationWarehousing & Distribution
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 12% Reduction in inventory value 10 months after go-live
- Deployment timeframe:
- Not reported by source
S
Saint-Gobain Sekurit
Vendor not available in record
Saint-Gobain Sekurit improves SKU-level forecast accuracy 15% and cuts inventory 9.25% with Flowlity
Demand Forecasting & PlanningAutomotive Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 15% Forecast accuracy improvement at SKU level
- Deployment timeframe:
- Not reported by source
M
Middle East Logistics Fleet Operator (Saudi Arabia / UAE)
Vendor not available in record
Middle East Logistics Fleet Reduces Accidents 30% with AI MDVR Blind-Spot Detection Across 1,000 Trucks
Supply Chain Visibility & TrackingLogistics & Freight
- Technology:
- Computer Vision
- Reported result:
- 30% reduction Accident Rate
- Deployment timeframe:
- Not reported by source
U
US Logistics Technology Company (Oracle Cloud WMS Partner)
Vendor not available in record
US Logistics Tech Firm Cuts Warehouse Picking Labor 15% with AI-Based Slotting Engine
Warehouse Automation & RoboticsWarehousing & Distribution
- Technology:
- Reinforcement Learning & Optimization
- Reported result:
- 15% Physical Labor Reduction
- Deployment timeframe:
- Not reported by source
D
DHL
Vendor not available in record
DHL reduces demand forecast errors up to 40% with AI-powered predictive analytics
Demand Forecasting & PlanningLogistics & Freight
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 30–40% Forecast Error Reduction
- Deployment timeframe:
- Not reported by source
S
Superior Communications
Vendor not available in record
Superior Communications deploys 37 Brightpick autopicker robots via RaaS to optimize distribution throughput
Warehouse Automation & RoboticsWarehousing & Distribution
- Technology:
- Robotic Process Automation
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: www.supplychaindive.com
Read the evidence →Source published
Source link checked
Automated evidence gate passed
General Merchandise Retailer
o9 Solutions
Global General Merchandise Retailer Masters Hyper-Growth with AI-Powered Omnichannel Planning Across 500K SKUs
Demand Forecasting & PlanningRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
O
OEM (complex asset manufacturer)
Vendor not available in record
Anonymous OEM achieves 80% accuracy predicting first-tier supplier disruptions with machine learning
Supplier Risk ManagementAerospace & Defense Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 80% Late Order Prediction Accuracy
- Deployment timeframe:
- Not reported by source
G
Global Retail Giant (unnamed, Fortune 100)
Vendor not available in record
Global retail giant reduces dead stock from $230M to $92M with AI-driven inventory optimization
Inventory OptimizationRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- $230M → $92M (60% reduction) Dead Stock Volume
- Deployment timeframe:
- Not reported by source
W
Walmart
Vendor not available in record
Walmart holds inventory growth to half of sales rate with AI-led orchestration across 1M+ associates and automated fulfilment centres
Inventory OptimizationRetail & E-Commerce Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 95% of US households Household Coverage (sub-3-hour delivery)
- Deployment timeframe:
- Not reported by source
N
Nestlé
Vendor not available in record
Nestlé AI demand sensing: reported use, undisclosed results
Demand Forecasting & PlanningFood & Beverage Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: AIX | AI Expert Network (secondary synthesis)
Read the evidence →Source published
Source link checked
Automated evidence gate passed
C
Coles
Vendor not available in record
Coles deploys AI computer vision across 546 stores to reduce loss and checkout errors
Quality Control & InspectionRetail & E-Commerce Supply Chain
- Technology:
- Computer Vision
- Reported result:
- 546 stores Skip Scan Store Deployment
- Deployment timeframe:
- Not reported by source
K
Kraft Heinz
Vendor not available in record
Kraft Heinz builds KraftGPT generative AI assistant for real-time employee product sales insights
Demand Forecasting & PlanningFood & Beverage Supply Chain
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: www.consumergoods.com
Read the evidence →Source published
Source link checked
Automated evidence gate passed
$
$50B Communications Company
Vendor not available in record
Communications company achieves 1-month ROI on AI quality inspection for first-responder radios
Quality Control & InspectionElectronics & Semiconductor Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 1 month ROI Break-Even
- Deployment timeframe:
- Not reported by source
DSV
Locus Robotics
DSV scales warehouse picking efficiency across multiple facilities using Locus Robotics AI-powered RaaS
Warehouse Automation & RoboticsWarehousing & Distribution
- Technology:
- Robotic Process Automation
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
E
Everstream Analytics
Vendor not available in record
Everstream Analytics builds AI-powered end-to-end supply chain risk management platform with Luxoft
Supplier Risk ManagementLogistics & Freight
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
D
DP World
Vendor not available in record
DP World Scales Perris Facility with AI Automation While Maintaining 200 Full-Time Staff
Warehouse Automation & RoboticsWarehousing & Distribution
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- Up to 50% Forecasting Error Reduction
- Deployment timeframe:
- Not reported by source
P
Pharmacy Chain
Vendor not available in record
Unnamed Pharmacy Chain reduces stockouts 30% and expiry losses 25% with AI demand forecasting
Demand Forecasting & PlanningPharmaceutical & Healthcare Supply Chain
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 30% Stockout Reduction
- Deployment timeframe:
- Not reported by source