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Case Studies
AI manufacturing Case Studies — Search 1,100+ Real…
Real-world AI implementations in manufacturing with measurable results. Browse AI for Manufacturing's database of case studies by industry, use case, and technology.
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Toyota Motor Manufacturing (UK)
Toyota UK Improves Andon Decision Making with Manufacturing Intelligence
Process Optimization
Automotive
by Rockwell Automation
Agropur Cooperative
Agropur Discovers 30+ Hours of Hidden Annual Production Time with OEE Analytics
33+ hours/year
Production Time Recovered
2,500 hours/year
Manual Data Collection Avoided
Process Optimization
Food & Beverage
by Rockwell Automation
Sibanye-Stillwater
Sibanye-Stillwater Reduces Mine Ventilation Energy with AI-Enabled VFDs
Energy Management
Metals & Mining
by Rockwell Automation
Anonymous Korean Heavy Industry (Shipbuilder)
Korean Heavy Industry Achieves 30% Cost Savings with Integrated Power Package
30%
Cost Savings
Energy Management
Industrial Machinery
by Rockwell Automation
Anonymous Tire Manufacturer
Tire Manufacturer Identifies 25% Capacity-Reducing Bottleneck Before Plant Build with Simulation
25%
Potential Capacity Loss Prevented
Process Optimization
Automotive
by Rockwell Automation
Anonymous Paper Company
Paper Company Cuts Shipping Costs $1-3 Million CAD with Logistics Simulation
$1-3M CAD
Shipping Cost Savings
33%
Order Lead Time Reduction
Supply Chain Optimization
Consumer Goods
by Rockwell Automation
Anonymous Medical Packaging Manufacturer
Medical Packaging Manufacturer Cuts Design Time in Half with Arena Simulation Pre-Analysis
50%
Design Time Reduction
Process Optimization
Pharmaceuticals
by Rockwell Automation
Anonymous Gift Wrap Manufacturer
Gift Wrap Manufacturer Increases Sales $1M+ by Reducing Cycle Time from 5 Weeks with Simulation
$1M+
Sales Increase
Supply Chain Optimization
Consumer Goods
by Rockwell Automation
Anonymous California Electronics Manufacturer
California Electronics Manufacturer Saves Over $50 Million with Supply Chain Simulation
$50M+
Supply Chain Savings
Supply Chain Optimization
Electronics
by Rockwell Automation
UnityPoint Health
UnityPoint Health Saves $42,000 Annually and Improves Patient Flow with Arena Simulation
$42,000
Annual Cost Savings
Process Optimization
Pharmaceuticals
by Rockwell Automation
Anonymous Automobile Manufacturer
Automobile Manufacturer Reduces Design Time 10% and Equipment Costs 5% with Assembly Line Simulation
10%
Design Time Reduction
5%
Equipment Cost Savings
Process Optimization
Automotive
by Rockwell Automation
Anonymous Consumer Packaged Goods Firm
Consumer Packaged Goods Firm Achieves Autonomous Sorting System with Open Mechanics Robotics
1 second
Sorting Cycle Time
Robotic Automation
Consumer Goods
by Rockwell Automation
ARMI BioFabUSA
ARMI BioFabUSA Creates First FDA-Compliant Automated Human Tissue Manufacturing Processes
Robotic Automation
Pharmaceuticals
by Rockwell Automation
Zhejiang Medicine Company
Zhejiang Medicine Company Reduces Batch Review Cycle Time 46-75% with PharmaSuite MES
46-75%
Batch Review Cycle Time Reduction
50%
Management Review Cycle Time Reduction
Safety & Compliance Monitoring
Pharmaceuticals
by Rockwell Automation
West-Bake Glenamaddy Limited
West-Bake Bakery Rises to New Efficiency Levels with Plex MES, QMS, and ERP Integration
Process Optimization
Food & Beverage
by Rockwell Automation
Warner Robins Air Logistics Complex
Warner Robins Air Logistics Complex Increases Throughput 80% with FactoryTalk Batch System
80%
Throughput Increase
Process Optimization
Aerospace
by Rockwell Automation
Anonymous Global Fashion Brand
Bastian Solutions Reduces Warehouse Installation Risk with Emulate3D Digital Twin for Fashion Retailer
Supply Chain Optimization
Consumer Goods
by Rockwell Automation
FrieslandCampina
FrieslandCampina Achieves Grass-to-Glass Supply Chain Visibility with Kezzler Serialization
Supply Chain Optimization
Food & Beverage
by Rockwell Automation
Toyota Motor Corporation
Toyota Press Shop Replaces Aging AGV System with Rail-Guided Solution for Greater Uptime
Robotic Automation
Automotive
by Rockwell Automation
Toyota Motor Corporation
Toyota Huntsville Reduces Air Compressor Energy Costs 25% with Integrated Control System
25%
Compressed Air Share of Plant Energy
Energy Management
Automotive
by Rockwell Automation
Thai Summit
Thai Summit Stamping Increases Throughput 70-112% with Plex MES Automation
70-112%
Throughput Increase
80%
Downtime Reduction
Process Optimization
Automotive
by Rockwell Automation
Anonymous Pharmaceutical API Producer
Anonymous Pharma API Producer Migrates 1,000 Batch Formulations in 3 Weeks with FactoryTalk Batch
3 weeks
Migration Duration
1,000
Formulations Migrated
Process Optimization
Pharmaceuticals
by Rockwell Automation
Rockwell Automation
Rockwell Automation Optimizes Global Manufacturing with Connected Enterprise MES
Process Optimization
Industrial Machinery
by Rockwell Automation
Anonymous Thai Biomass Plant Developer
Thai Biomass Plant Achieves Redundant DCS and Real-Time Reporting as Thailand's First
Energy Management
Energy & Utilities
by Rockwell Automation
Fenagy A/S
Fenagy A/S Accelerates CO2 Heat Pump Production with Digital Twin Control Panels
Process Optimization
Energy & Utilities
by Rockwell Automation
Special Products & Mfg. Inc.
Special Products Manufacturing Reduces Inventory 30% with Plex MES
30%
Inventory Reduction
75%
Revenue per FTE Increase
Process Optimization
Industrial Machinery
by Rockwell Automation
Harmony Enterprises
Harmony Enterprises Cuts Waste Handling Costs Up to 70% with PLC-Enabled Indoor Compactor
Up to 70%
Waste Handling Cost Reduction
4:1
Compaction Ratio
Process Optimization
Industrial Machinery
by Rockwell Automation
Fairfax Media (Tamworth Press)
Fairfax Tamworth Press Achieves 2,300+ Days Without Lost-Time Injury with GuardLogix Safety System
2,300+
Consecutive Days Without Lost-Time Injury
Safety & Compliance Monitoring
Industrial Machinery
by Rockwell Automation
Aigues Ter Llobregat (ATLL)
AIGUES TER LLOBREGAT (ATLL) Implements Predictive Water Pump Monitoring Across Regional Water Network
Predictive Maintenance
Energy & Utilities
by Rockwell Automation
Winstone Wallboards
Winstone Wallboards Improves OEE 0.3% and Gains 24 Additional Production Hours with Smart Safety Solution
0.3%
OEE Improvement
24
Additional Production Hours Per Year
Safety & Compliance Monitoring
Industrial Machinery
by Rockwell Automation
Seattle-Tacoma International Airport
SEA Airport Reduces Baggage Handling Downtime with Redundant EtherNet/IP Control System
Process Optimization
Industrial Machinery
by Rockwell Automation
RSSI Barriers
RSSI Vehicle Barrier Reduces Annual Maintenance Costs 87% Compared to Hydraulic Systems
87%
Maintenance Cost Reduction vs Hydraulic
3 seconds
Normal Operating Speed
Safety & Compliance Monitoring
Industrial Machinery
by Rockwell Automation
Faith Technologies Inc.
Faith Technologies Upgrades Biodigester to Increase Natural Gas Output and Reduce Downtime
Energy Management
Energy & Utilities
by Rockwell Automation
Henshaw
Henshaw Achieves Threefold Capacity Increase with ControlLogix 5580 CNC Retrofit
3x
Machine Capacity Increase
Process Optimization
Industrial Machinery
by Rockwell Automation
Stanley Black & Decker
Stanley Black & Decker Targets $250M Value Capture Through Industry 4.0 Digital Transformation
$200-250M
Value Capture Target
$100M
Enterprise Services Value
Process Optimization
Industrial Machinery
by Rockwell Automation
Anonymous Flour Mill Operator (via RAM Elettronica)
Flour Mill Operator Achieves Centralized Control Across 5 Plants with PlantPAx DCS and FactoryTalk
Process Optimization
Food & Beverage
by Rockwell Automation
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