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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Peter KorpakLead Editor
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The Mosaic Company

Rockwell Automation

The Mosaic Company Enhances Decision Making and Reduces Alarms
Process OptimizationChemicals
Technology:
Not available in record
Reported result:
50% Alarm Reduction
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Lanco Integrated

Rockwell Automation

Advanced Manufacturing Helps Advanced Assembly OEM
Process OptimizationIndustrial Machinery
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Minerals Company

Rockwell Automation

Advanced Analytics Reduces Energy Consumption for Minerals Company
Energy ManagementMetals & Mining
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
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Thai Biomass Plant

Rockwell Automation

Thai Biomass Plant Improves Energy Efficiency
Energy ManagementEnergy & Utilities
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
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Actualize Sustainability with Energy-Efficient Drives
Energy ManagementMetals & Mining
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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MG Tech

Rockwell Automation

MG Tech Achieves Technological Evolutions and Market Expansion Through Automation
Process OptimizationIndustrial Machinery
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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ACS Dobfar

Rockwell Automation

ACS Dobfar Revised Client Management Strategy Using ThinManager
Process OptimizationPharmaceuticals
Technology:
Not available in record
Reported result:
100% System Uptime
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Tata Steel

Rockwell Automation

Tata Steel is One Step Closer to the Connected Enterprise
Process OptimizationMetals & Mining
Technology:
Not available in record
Reported result:
16 hours Upgrade Window
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Greenfield Global

Rockwell Automation

Achieving the Seemingly Impossible: Greenfield Global Plant Commissioning
Process OptimizationPharmaceuticals
Technology:
Digital Twin
Reported result:
4 weeks on schedule FAT Testing Duration
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Tata Motors

Rockwell Automation

Tata Motors Migrates to New MES with Negligible Downtime
Process OptimizationAutomotive
Technology:
Not available in record
Reported result:
0.1% Downtime During Migration
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Acadian Seaplants

Rockwell Automation

Acadian Seaplants Grows Capacity by 40%
Process OptimizationFood & Beverage
Technology:
Not available in record
Reported result:
40% Production Capacity Increase
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Variant Mining Technologies

Rockwell Automation

Taking Intelligence Underground at Variant Mining Technologies
Safety & Compliance MonitoringMetals & Mining
Technology:
Not available in record
Reported result:
10,000 tph Material Flow Rate
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Aagard

Rockwell Automation

Packaging Possibilities Are Limitless at Aagard
Robotic AutomationPackaging
Technology:
Not available in record
Reported result:
Any Operator Changeover Capability
Deployment timeframe:
Not reported by source
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Columbia Machine

Rockwell Automation

Columbia Machine System Conserves Space and Improves Load Stability
Process OptimizationPackaging
Technology:
Not available in record
Reported result:
100 cases/min Palletizing Speed
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Fenagy / RLAY

Rockwell Automation

Danish OEM Fenagy Develops Industrial Heat Pump Controls
Energy ManagementIndustrial Machinery
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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A Clear View into Water Production
Process OptimizationEnergy & Utilities
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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BETA Technologies

Rockwell Automation

BETA Technologies Reimagines Air Transportation
Quality Control & InspectionAerospace
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Universal Pack

Rockwell Automation

Sustainability Challenges Demand New Approaches Backed by Trusted Suppliers
Process OptimizationPharmaceuticals
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

Automated evidence gate passed

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Dong-A ST

Rockwell Automation

Dong-A ST Cheonan Plant Digital Transformation
Process OptimizationPharmaceuticals
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Factory (SPIN)

Rockwell Automation

75% Reduction of Losses of Finished Product Thanks to Central Control
Process OptimizationFood & Beverage
Technology:
Not available in record
Reported result:
75% Finished Product Loss Reduction
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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ATLL (Aigues Ter Llobregat)

Rockwell Automation

Supplier Delivers Multiple Benefits to Leading European Water Company
Predictive MaintenanceEnergy & Utilities
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

Automated evidence gate passed

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3V Automation

Rockwell Automation

3V Automation Journeys Towards Smart Machines and Digital Transformation
Process OptimizationIndustrial Machinery
Technology:
Digital Twin
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

Automated evidence gate passed

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Steelcase

Rockwell Automation

Steelcase Meets Efficiency and Sustainability Goals
Energy ManagementIndustrial Machinery
Technology:
Not available in record
Reported result:
15% Energy Reduction
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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Kia Motors achieves 99% DPM barcode read rates on six-speed transmission production line
Quality Control & InspectionAutomotive
Technology:
Computer Vision
Reported result:
99% Barcode Read Rate (After)
Deployment timeframe:
Not reported by source
Cited source: cognex.com

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THEILINGER Automation shortens automotive component cycle times with Cognex vision-guided multifeeder
Process OptimizationAutomotive
Technology:
Computer Vision
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
Cited source: cognex.com

Automated evidence gate passed

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Food Industry Supplier

Rockwell Automation

Anonymous Food Industry Supplier Reduces Downtime by Modernising HMI SCADA
Process OptimizationFood & Beverage
Technology:
Not available in record
Reported result:
95% Offline commissioning percentage
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

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M.G. Bryan

Rockwell Automation

M.G. Bryan Meets Oil and Gas Market Demands with Cloud-Based Fleet Management Solution
Predictive MaintenanceEnergy & Utilities
Technology:
IoT & Sensors
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
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LLOG Exploration

Rockwell Automation

LLOG Achieves 99% Uptime with Virtualized PlantPAx DCS on Offshore Floating Production System
Process OptimizationEnergy & Utilities
Technology:
Not available in record
Reported result:
98% Uptime in first year
Deployment timeframe:
Not reported by source
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Everyday Technologies

Rockwell Automation

Everyday Technologies Creates Live Inventory Visibility with Plex ERP
Supply Chain OptimizationIndustrial Machinery
Technology:
Not available in record
Reported result:
20% Inventory reduction (first 3 months)
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

Automated evidence gate passed

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OEM

Rockwell Automation

Anonymous OEM Creates Liquid Extraction Baler for Mid-Size Bottlers and Brewers
Process OptimizationFood & Beverage
Technology:
Not available in record
Reported result:
12–18 months Expected ROI timeframe
Deployment timeframe:
Not reported by source
Cited source: rockwellautomation.com

Automated evidence gate passed

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Limestone Calciner

Rockwell Automation

Anonymous Limestone Calciner Achieves Greater Integration with Centralized Control Room
Process OptimizationMetals & Mining
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
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Kenmec Mechanical Reduces Project Timelines 20% with Emulate3D Logistics Visualization
Supply Chain OptimizationIndustrial Machinery
Technology:
Digital Twin
Reported result:
~20% Project timeline reduction
Deployment timeframe:
Not reported by source
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Kasa

Rockwell Automation

Kasa Reduces Baggage Handling System Commissioning from 6 Weeks to 6 Days with Emulate3D
Process OptimizationIndustrial Machinery
Technology:
Digital Twin
Reported result:
4-6 weeks to 6 days On-site commissioning time reduction
Deployment timeframe:
Not reported by source
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Manufacturer

Rockwell Automation

Anonymous Manufacturer Achieves Extraordinary OEE with iTRAK Intelligent Track System
Process OptimizationIndustrial Machinery
Technology:
Not available in record
Reported result:
Not reported by source
Deployment timeframe:
Not reported by source
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Optima Packaging Group

Rockwell Automation

Optima OEM Slashes Changeover Times Up to 50% with iTRAK System (North America)
Process OptimizationPackaging
Technology:
Not available in record
Reported result:
Up to 50% Changeover time reduction
Deployment timeframe:
Not reported by source
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Optima Packaging Group

Rockwell Automation

Optima Packaging Slashes Changeover Times 50% with iTRAK Independent Cart Technology
Process OptimizationPackaging
Technology:
Not available in record
Reported result:
Up to 50% Changeover time reduction
Deployment timeframe:
Not reported by source
Read the evidence →