AI manufacturing Case Studies: 800+ Documented Implementations
AI for Manufacturing documents 800+ published AI implementations in manufacturing from cited public sources. Reported results are source claims, not independent verification. Filter by industry, use case, or technology.
- Last updated
- Maintained by
- Peter KorpakLead Editor
- Methodology
- How evidence is checked
Hindalco Industries Limited
Rockwell Automation
Hindalco Industries Drives Digital Transformation with Specialized Team
Supply Chain OptimizationMetals & Mining
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Hillshire Brands (Tyson Foods)
Rockwell Automation
Hillshire Brands Uses Manufacturing Intelligence to Reduce Sausage Weight Variance
Quality Control & InspectionFood & Beverage
- Technology:
- Not available in record
- Reported result:
- 0.10% / 100,000+ lbs of sausage Annual yield improvement
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Hillshire Brands (Tyson Foods)
Rockwell Automation
Hillshire Brands Mobilizes Information to Improve Compliance
Quality Control & InspectionFood & Beverage
- Technology:
- Not available in record
- Reported result:
- 1.6% to 0.8% (50% reduction) Inedible product rate reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
GAC Group (Guangzhou Automobile Group)
Rockwell Automation
GAC Group (Guangzhou Automobile) Implements MES for Plant-Wide Production Management
Quality Control & InspectionAutomotive
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Amber Wave (via Kice Industries)
Rockwell Automation
Amber Wave Wheat Protein Facility Goes Live On Time as North America's Largest
Process OptimizationFood & Beverage
- Technology:
- Not available in record
- Reported result:
- Largest wheat protein facility in North America Scale
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Large Cheese Manufacturer (via Tri Tech Automation)
Rockwell Automation
Anonymous Large Cheese Manufacturer Achieves Greenfield Plant Startup On Time with Integrated Architecture
Process OptimizationFood & Beverage
- Technology:
- Not available in record
- Reported result:
- 8 million pounds/day Daily milk processing capacity
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Green Bay Packaging
Rockwell Automation
Green Bay Packaging Builds Plant of the Future with Digital Technology at New Paper Mill
Process OptimizationPackaging
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Gold Fields Limited
Rockwell Automation
Gold Fields Uses PlantPAx to Improve Reagent, Energy and Water Management at Mine
Process OptimizationMetals & Mining
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Gold Fields Limited
Rockwell Automation
Gold Fields South Deep Mine Reduces Control System Risk with Integrated Mining Solution
Process OptimizationMetals & Mining
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Global Tyre Manufacturer
Rockwell Automation
Anonymous Global Tyre Manufacturer Modernizes Production for Faster Cycle Time and New Architectures
Process OptimizationAutomotive
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Global Cosmetic Manufacturer
Rockwell Automation
Anonymous Global Cosmetic Manufacturer Cuts Line Stops 90% and Saves $100K Annually
Process OptimizationConsumer Goods
- Technology:
- Not available in record
- Reported result:
- 90% (2,500 → ~250 per shift) Line stop reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Global Chemical Producer
Rockwell Automation
Anonymous Global Chemical Producer Reduces Opex with Unified Data Management System
Process OptimizationChemicals
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Global Beverage Manufacturer
Rockwell Automation
Anonymous Global Beverage Manufacturer Expands Capacity and Improves Batch Consistency
Process OptimizationFood & Beverage
- Technology:
- Not available in record
- Reported result:
- <=1 correction per batch Batch correction target achieved
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
GlaxoSmithKline
Rockwell Automation
GlaxoSmithKline Strengthens Pharmaceutical Infrastructure with PlantPAx DCS Upgrade
Process OptimizationPharmaceuticals
- Technology:
- Not available in record
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Georgia-Pacific
Rockwell Automation
Georgia-Pacific Creates Connected Workforce to Preserve Knowledge Before Retirement Wave
Process OptimizationConsumer Goods
- Technology:
- IoT & Sensors
- Reported result:
- ~200 Number of facilities
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Leading Cereal Manufacturer
Rockwell Automation
Anonymous Australian Cereal Manufacturer Generates 1.5 MW from Organic Waste via Anaerobic Digestion
Energy ManagementFood & Beverage
- Technology:
- Not available in record
- Reported result:
- 1.5 MW (electricity + heat) Power generation capacity
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Fonterra Co-operative Group
Rockwell Automation
Fonterra Co-operative Group Achieves 20% OEE Improvement on Digital Transformation Journey
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- 20% OEE improvement
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Fresenius Medical Care
Rockwell Automation
Fresenius Medical Care Uses Digital Twins to Drive Manufacturing Efficiency
Process OptimizationMedical Devices
- Technology:
- Digital Twin
- Reported result:
- ~4,000 outpatient centers Dialysis centers served
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
South Asian Steel Manufacturer
Rockwell Automation
Major Steel Manufacturer Reduces Energy Costs 3% and Achieves Full ROI in Six Months
Energy ManagementMetals & Mining
- Technology:
- IoT & Sensors
- Reported result:
- 3% Annual energy cost reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Edesia
Rockwell Automation
Edesia Doubles Food Packet Production to 22,000 Metric Tons Annually to Feed Malnourished Children
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- 22,000 metric tons Annual production capacity
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
BIC
Rockwell Automation
BIC Increases Finished Good Transactions to 100,000+ Per Shift with Plex MES
Production Planning & SchedulingConsumer Goods
- Technology:
- IoT & Sensors
- Reported result:
- 100,000+ finished good parts Daily transactions per shift
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Southwire Company
Rockwell Automation
Southwire Company Gains Production Issue Visibility as First Step in Digital Transformation
Process OptimizationIndustrial Machinery
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Southwest Baking Company
Rockwell Automation
Southwest Baking Increases Bread Production 5% and Reduces Batch Cycle Time 22% with FactoryTalk Batch
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- 5% Bread production increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Solvay Sodi
Rockwell Automation
Solvay Sodi Cuts Electricity Consumption by 20% with PowerFlex 7000 Medium-Voltage Drive
Energy ManagementChemicals
- Technology:
- IoT & Sensors
- Reported result:
- 20% Electricity consumption reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Samson Machinery
Rockwell Automation
Samson Machinery Reduces Downtime 20% with FactoryTalk Optix Digital Transformation of Tire-Building Machines
Predictive MaintenanceAutomotive
- Technology:
- IoT & Sensors
- Reported result:
- 20% Downtime reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
AKD Softwoods
Rockwell Automation
AKD Softwoods Increases Saw Line Speed 55% and Recovery 8% with Smart Connected Automation
Process OptimizationIndustrial Machinery
- Technology:
- IoT & Sensors
- Reported result:
- 55% Line speed increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Hopak Machinery
Rockwell Automation
Hopak Machinery Reduces Downtime 80% and Floor Space 30% with iTRAK Smart Packaging Machine
Production Planning & SchedulingPackaging
- Technology:
- Robotics & AI
- Reported result:
- 80% Estimated downtime reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
DCC Automation (for Anonymous Nutrition Supplement Manufacturer)
Rockwell Automation
DCC Automation Robotic Case Packer Achieves 99%+ Uptime and 90% Changeover Time Reduction
Robotic AutomationFood & Beverage
- Technology:
- Digital Twin
- Reported result:
- >99% System uptime
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Metals Manufacturer
Rockwell Automation
Anonymous Metals Manufacturer Reduces Scrap 13% and Downtime 12% with Connected Enterprise Digital Transformation
Process OptimizationMetals & Mining
- Technology:
- IoT & Sensors
- Reported result:
- 13% Scrap reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Shangdong Shenzhou Machinery Co. Ltd
Rockwell Automation
Shandong Shenzhou Machinery Smart Unmanned Crane Increases Daily Dispatch Capacity 10–30%
Robotic AutomationMetals & Mining
- Technology:
- Robotics & AI
- Reported result:
- 10–30% Daily dispatch capability increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Sleeman Breweries
Rockwell Automation
Sleeman Breweries Increases Production Capacity 50% in Two Weeks with Virtualized Process Automation
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- 50% Production capacity increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Major Food Manufacturer (via Burns & McDonnell)
Rockwell Automation
Food Manufacturer Achieves 10% Production Capacity Increase with Arena Simulation-Guided $18M Packaging Upgrade
Production Planning & SchedulingFood & Beverage
- Technology:
- Digital Twin
- Reported result:
- 10% Production capacity increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
SIASUN
Rockwell Automation
SIASUN Robotics Reduces On-Site Debugging Time with Emulate3D Virtual Simulation
Production Planning & SchedulingIndustrial Machinery
- Technology:
- Digital Twin
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Shandong Mining
Rockwell Automation
Shandong Mining Reduces Mechanical Failure Rates with Predictive Maintenance Technology
Predictive MaintenanceMetals & Mining
- Technology:
- Predictive ML
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Rockwell Automation (APAC Manufacturing Facility)
Rockwell Automation
Rockwell Automation Singapore Achieves 15–30% Energy Savings with AI-Driven Energy Management
Energy ManagementElectronics
- Technology:
- Predictive ML
- Reported result:
- 15–30% Projected annual energy savings
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
DST
Rockwell Automation
DST Achieves 1% Accuracy in Plant-Protein Microdosing for Meat Replacement Production
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- Within 1% Ingredient dosing accuracy
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed