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.
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- Maintained by
- Peter KorpakLead Editor
- Methodology
- How evidence is checked
Falcon Group
Rockwell Automation
Falcon Group Boosts CNC Machine OEE Over 160% Using ThingWorx IIoT Platform
Process OptimizationIndustrial Machinery
- Technology:
- IoT & Sensors
- Reported result:
- 160%+ OEE Improvement
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Chinese Polymer Producer
Rockwell Automation
Chinese Polymer Producer Reduces Grade Transition Time and Improves Yield with Advanced Process Control
Process OptimizationChemicals
- 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
Golden Omega
Rockwell Automation
Golden Omega Chile Designs First Latin American Omega-3 Facility on Unified Rockwell Platform
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
The Shyft Group
Rockwell Automation
The Shyft Group Launches Commercial EV Production with Record 2-Week Plex Implementation
Production Planning & SchedulingAutomotive
- Technology:
- Predictive ML
- Reported result:
- 2 weeks ERP Implementation Time
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Europhartech
Rockwell Automation
Europhartech Implements Fully Integrated Pharmaceutical Serialization in Compliance with 2019 EU Regulations
Safety & Compliance MonitoringPharmaceuticals
- Technology:
- Robotics & AI
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Pax Machine Works
Rockwell Automation
Pax Machine Works Gains Data Visibility and Accountability with Plex ERP
Process OptimizationMetals & Mining
- Technology:
- Predictive ML
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Source-extracted record
Leaf Infusions
Rockwell Automation
Leaf Infusions Implements Plex ERP in 73 Days, Saves 6 Days Monthly on Compliance
Safety & Compliance MonitoringPharmaceuticals
- Technology:
- Predictive ML
- Reported result:
- 73 days ERP Implementation Time
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
EnWin Utilities
Rockwell Automation
EnWin Utilities Reduces Water Main Breaks 21% Saving $125,000 Annually with MPC
Predictive MaintenanceEnergy & Utilities
- Technology:
- Predictive ML
- Reported result:
- 21% Water Main Break Reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Global Energy Company
Rockwell Automation
Global Oil & Gas Producer Projects $3M Monthly Energy Savings with Regenerative Drives
Energy ManagementEnergy & Utilities
- Technology:
- IoT & Sensors
- Reported result:
- $3M Projected Monthly Energy Savings
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
CenterPoint Energy – Mississippi River Transmission
Rockwell Automation
CenterPoint Energy Pipeline Achieves 20% Capital Cost Reduction with Open Architecture DCS
Process OptimizationEnergy & Utilities
- Technology:
- IoT & Sensors
- Reported result:
- 20% Capital Cost vs. Comparable Projects
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Encore Tissue
Rockwell Automation
Encore Tissue Increases Production Line Speed with Modern Drive Upgrade
Process OptimizationConsumer Goods
- Technology:
- Robotics & AI
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Enaex
Rockwell Automation
Enaex Reduces Coolant Pump Energy Consumption 50% with Medium Voltage Drives
Energy ManagementChemicals
- Technology:
- IoT & Sensors
- Reported result:
- 50% Energy Reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
ECM Technologies
Rockwell Automation
ECM Technologies Cuts Commissioning Time 50% for Automotive Heat Treatment Using Digital Twin
Process OptimizationAutomotive
- Technology:
- Digital Twin
- Reported result:
- 50% Commissioning Time Reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Doosan Bobcat
Rockwell Automation
Doosan Bobcat Digital Plant Transformation Improves OEE at Czech Republic Facility
Process OptimizationIndustrial Machinery
- Technology:
- IoT & Sensors
- Reported result:
- 12,000+ machines Annual Production Capacity
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Dong-A ST
Rockwell Automation
Dong-A ST Builds cGMP-Compliant Smart Pharmaceutical Factory with MES in Korea
Quality Control & InspectionPharmaceuticals
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
IDE Americas
Rockwell Automation
IDE Americas Uses Digital Twin and AI to Predict Membrane Fouling in Carlsbad Desalination Plant
Predictive MaintenanceEnergy & Utilities
- Technology:
- Digital Twin
- Reported result:
- 54 million gallons Daily Water Production
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Jungheinrich
Rockwell Automation
Jungheinrich Uses Emulate3D Digital Twin to Optimize Logistics Line Design in China
Process OptimizationIndustrial 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
BIC
Rockwell Automation
BIC Achieves OEE Improvement and Eliminates Operational Silos with Plex MES at Tunisian Factory
Process OptimizationConsumer Goods
- 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
Daimler India Commercial Vehicles (DICV)
Rockwell Automation
Daimler India DICV Manages Multi-Brand Commercial Vehicle Production with FactoryTalk MES
Production Planning & SchedulingAutomotive
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Shenzhen Deyu Intelligent Equipment
Rockwell Automation
Shenzhen Deyu Increases Battery Winding Machine Productivity 25% with Servo Control
Process OptimizationElectronics
- Technology:
- Robotics & AI
- Reported result:
- ~25% Productivity Improvement
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
SungEel HiTech
Rockwell Automation
SungEel HiTech Implements PlantPAx DCS for Smart Battery Recycling Factory
Process OptimizationElectronics
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Minetek
Rockwell Automation
Minetek Adds Real-Time Asset Monitoring for Mining Evaporation Systems with FactoryTalk DataMosaix
Predictive MaintenanceMetals & Mining
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Hydro Extrusion & Components Nenzing
Rockwell Automation
Hydro Extrusion Nenzing Revolutionizes Maintenance with Centralized Data Management
Predictive MaintenanceMetals & Mining
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Arrow Fabricated Tubing
Rockwell Automation
Arrow Fabricated Tubing Achieves 98-99% Inventory Accuracy with Plex MES
Supply Chain OptimizationIndustrial Machinery
- Technology:
- Predictive ML
- Reported result:
- 98-99% Inventory Accuracy
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Real Pet Food Company
Rockwell Automation
Real Pet Food Company Integrates and Automates Global Manufacturing with FactoryTalk
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Rockline Industries
Rockwell Automation
Rockline Industries Achieves 20%+ OEE Improvement with FactoryTalk Analytics
Process OptimizationConsumer Goods
- Technology:
- Predictive ML
- Reported result:
- 20%+ OEE Increase Per Cell
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Dalian Metro
Rockwell Automation
Dalian Metro System Cuts Energy Usage 12% with Building Automation Intelligence
Energy ManagementEnergy & Utilities
- Technology:
- IoT & Sensors
- Reported result:
- 12% Energy Consumption Reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Skotidakis Goat Farm
Rockwell Automation
Skotidakis Dairy Modernizes with Fully Automated Process, Increases Productivity 20%
Process OptimizationFood & Beverage
- Technology:
- Robotics & AI
- Reported result:
- 20% Productivity Increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Cytiva
Rockwell Automation
Cytiva Biomanufacturing Platform Reduces Drug Development from 7 Years to 3-4 Years
Process OptimizationPharmaceuticals
- Technology:
- Digital Twin
- Reported result:
- 7 years to 3-4 years Development Timeline Reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Multinational Food and Beverage Manufacturer
Rockwell Automation
CPG Food Manufacturer Cuts Network Response Time 90% with Modernized IT/OT Cybersecurity
Safety & Compliance MonitoringFood & Beverage
- Technology:
- Predictive ML
- Reported result:
- 90% Network Response Time Improvement
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Fortune 500 Consumer Food Manufacturer
Rockwell Automation
Fortune 500 Food Manufacturer Deploys Unified Cybersecurity Across 46 Global Sites
Safety & Compliance MonitoringFood & Beverage
- Technology:
- Predictive ML
- Reported result:
- 46 Global Sites Protected
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Lakefront Brewery
Rockwell Automation
Lakefront Brewery Increases Bottling Speed 50% and Reduces Oxygen Errors 85%
Process OptimizationFood & Beverage
- Technology:
- Robotics & AI
- Reported result:
- 120 to 180 bpm Bottle Speed Increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Mullins Food Products
Rockwell Automation
Mullins Food Products Eliminates Batch Deviations with MES System
Quality Control & InspectionFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- Near Zero Batch Adjustment Necessity
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
North American CPG Cleaning Products Company
Rockwell Automation
CPG Cleaning Products Company Launches New Facility on Tight Deadline with PlantPAx DCS
Process OptimizationConsumer Goods
- Technology:
- IoT & Sensors
- Reported result:
- 1+ Week Commissioning Time Saved
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Country Maid
Rockwell Automation
Country Maid Doubles Pastry Output and Cuts Mix Time 23% with Process Automation
Process OptimizationFood & Beverage
- Technology:
- IoT & Sensors
- Reported result:
- 2x Production Output Increase
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed
Compac Sorting Equipment
Rockwell Automation
Compac Sorting Equipment Cuts Engineering Time 80% with Unified Control Platform
Process OptimizationIndustrial Machinery
- Technology:
- Robotics & AI
- Reported result:
- 80% Engineering Time Reduction
- Deployment timeframe:
- Not reported by source
Cited source: rockwellautomation.com
Read the evidence →Automated evidence gate passed