AI manufacturing Case Studies: 800+ Real Implementations

Real-world AI implementations in manufacturing with measurable results. Browse AI for Manufacturing's database of case studies by industry, use case, and technology.

Based on 831 documented implementationsCorpus published through Mar 22, 2026

Maintained by Peter Korpak, Founder & Chief AnalystHow evidence is checked

Simulation Facilitates Manufacturer’s Distribution Transition

Rockwell Automation

Simulation Facilitates Manufacturer’s Distribution Transition

Safety & Compliance MonitoringConsumer Goods

Technology:: Digital Twin
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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At the heart of the machine

Rockwell Automation

Solutions in Action: Newfoil Machines Limited

Safety & Compliance MonitoringFood & Beverage

Technology:: Robotics & AI
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Smart CIP System

Rockwell Automation

Smart CIP System Improves Performance & Reporting

Process OptimizationFood & Beverage

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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NCIG

Rockwell Automation

NCIG implements a condition based maintenance solution

Predictive MaintenanceMetals & 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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MRA

Rockwell Automation

MRA pioneers industry leading train load out automation technology

Process OptimizationFood & Beverage

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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Meeting

Rockwell Automation

Meeting high demand in uncertain times

Safety & Compliance MonitoringFood & Beverage

Technology:: Digital Twin
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Manufacturing Intelligence Unlocks Efficiencies

Rockwell Automation

Manufacturing Intelligence Unlocks Efficiencies for Food Manufacturer

Process OptimizationFood & Beverage

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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Patented Algorithm Maximizes Operator Efficiency

Rockwell Automation

Patented Algorithm Maximizes Operator Efficiency

Process OptimizationAutomotive

Technology:: Not available in record
Reported result:: ys * Fail rate improved by up to 22% * $45K savings in labor red up to 22%
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Driving Innovation

Rockwell Automation

Driving Innovation by Reducing Investment Risk

Predictive MaintenanceChemicals

Technology:: Digital Twin
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Delivering

Rockwell Automation

Delivering plantwide control for Arrium’s Iron Knob mine

Safety & Compliance MonitoringAutomotive

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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Integrated, Actionable Data

Rockwell Automation

Integrated, Actionable Data Improves OEE

Process OptimizationFood & Beverage

Technology:: Not available in record
Reported result:: g potential for about a 10% - 15% increase in OEE,” Robin says. “That’s 15% improvement
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Smart Machine Solutions Pave the Way for Yichao Packaging's

Rockwell Automation

Smart Machine Solutions Pave the Way for Yichao Packaging's Global Expansion

Robotic AutomationIndustrial Machinery

Technology:: Not available in record
Reported result:: 33% Enhanced performance: Packaging speed increased by
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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With the PlantPAx DCS as a Higher-Level Process Control Syst

Rockwell Automation

With the PlantPAx DCS as a Higher-Level Process Control System, a "Smart Factory" Has Been Realized

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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West-Bake rises to new levels of efficiency with Plex MES

Rockwell Automation

West-Bake rises to new levels of efficiency with Plex MES

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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EMWD

Rockwell Automation

EMWD Uses Technology to Meet Sustainability Goals

Energy ManagementEnergy & Utilities

Technology:: Predictive ML
Reported result:: 31% Reduced airflow delivered to the aeration basin by
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Making Automation Real for Existing Warehouses

Rockwell Automation

Making Automation Real for Existing Warehouses

Supply Chain OptimizationAutomotive

Technology:: Generative AI
Reported result:: 5x boost in worker productivity
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Emulation Technology Speeds Up Warehouse Automation

Rockwell Automation

Emulation Technology Speeds Up Warehouse Automation

Supply Chain OptimizationIndustrial Machinery

Technology:: Not available in record
Reported result:: 18% Reduced overall project time by
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Plant Visualisation

Rockwell Automation

Plant Visualisation Reduces Customer Risk and Optimises Automation Solutions for PFi

Process OptimizationAerospace

Technology:: Digital Twin
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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VFDs Sustainably

Rockwell Automation

VFDs Sustainably Transform Hydraulic Power

Energy ManagementEnergy & Utilities

Technology:: Not available in record
Reported result:: 80% Up to
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Constant

Rockwell Automation

Turatti Sees Increased Productivity in its Food Washing Machinery

Process OptimizationFood & Beverage

Technology:: Not available in record
Reported result:: 80 percent Considerable decrease of machine downtimes, of up
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Building Trust with Grass-to-Glass Traceability

Rockwell Automation

Building Trust with Grass-to-Glass Traceability

Quality Control & InspectionFood & Beverage

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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Toyota Engine Plant

Rockwell Automation

Toyota Engine Plant Cuts Energy Costs With New Air Compressor Controls

Process OptimizationIndustrial Machinery

Technology:: Not available in record
Reported result:: 1 million Cut Energy Costs - More efficient controls and acc
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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The Mosaic Company Enhances Decision-Making Capabilities and

Rockwell Automation

The Mosaic Company Enhances Decision-Making Capabilities and Reduces Alarms by 50 Percent with Modern DCS

Process OptimizationMetals & Mining

Technology:: Not available in record
Reported result:: 50 percent Enhanced Visualization, Productivity - Quickly und
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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The Journey Toward The Connected Enterprise®

Rockwell Automation

The Journey Toward The Connected Enterprise®

Process OptimizationFood & Beverage

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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The Foundations for a World of Colour

Rockwell Automation

The Foundations for a World of Colour

Process OptimizationMetals & 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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The Connected Enterprise®

Rockwell Automation

The Connected Enterprise® Helps Rockwell Automation Optimize Facilities

Process OptimizationFood & Beverage

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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Thai Biomass Plant

Rockwell Automation

Thai Biomass Plant Improves Energy Efficiency

Process OptimizationEnergy & Utilities

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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Taking Intelligence Underground

Rockwell Automation

Taking Intelligence Underground

Safety & Compliance MonitoringAutomotive

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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MES Solution Enhances Modern Manufacturing

Rockwell Automation

MES Solution Enhances Modern Manufacturing

Demand ForecastingIndustrial Machinery

Technology:: Not available in record
Reported result:: 30% reduction in inventory levels
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Sudbury Nickel Mine

Rockwell Automation

Sudbury Nickel Mine Achieves Optimal Levels of Productivity

Process OptimizationEnergy & Utilities

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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Steel Manufacturer

Rockwell Automation

Steel Manufacturer Reduces Energy Consumption by 3 Percent with Energy Management System

Energy ManagementEnergy & Utilities

Technology:: Not available in record
Reported result:: 3 percent Reduced Energy Consumption and Costs - Reduced ene
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

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Standardizing success: How BIC overcame operational silos to

Rockwell Automation

Standardizing success: How BIC overcame operational silos to integrate technology and people

Process OptimizationMetals & Mining

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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Standardised Control Environment for 15,500 km Gas Network

Rockwell Automation

Standardised Control Environment for 15,500 km Gas Network

Predictive MaintenanceEnergy & Utilities

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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Southwest Baking Company

Rockwell Automation

Southwest Baking Company Addresses Aging Workforce Challenges

Process OptimizationAutomotive

Technology:: Not available in record
Reported result:: Not reported by source
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Source-extracted record

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Smart Saw Line Futureproofs Timber Production at AKD Softwoo

Rockwell Automation

Smart Saw Line Futureproofs Timber Production at AKD Softwoods

Process OptimizationIndustrial Machinery

Technology:: Not available in record
Reported result:: 75 percent The maximum processing speed of the saw line has i
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Automated evidence gate passed

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Smart Safety Solution

Rockwell Automation

Smart Safety Solution Helps Grow Capacity and Reliability at Plaster Mill

Safety & Compliance MonitoringIndustrial Machinery

Technology:: Not available in record
Reported result:: 0.3% Downtime due to safety system failure was reduced
Deployment timeframe:: Not reported by source

Cited source: rockwellautomation.com

Automated evidence gate passed

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