AI for Manufacturing
Browse
Use Cases
Industries
Vendors
Blog
Submit
Sign In
Case Studies
Use Cases
Industries
Technology
Companies
Vendors
Blog
Submit
Submit Case Study
About
Advertise
/
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.
Sponsored
Your brand here
— Reach manufacturing decision-makers researching AI adoption.
Advertise on AI for Manufacturing
Order by
E
Emirates Global Aluminium
Emirates Global Aluminium Achieves $100M+ Impact Through Enterprise AI Transformation
$100M+
Total AI-Driven Business Impact
Process Optimization
Metals & Mining
Leading Steel Manufacturer (Anonymous, Fortune 500)
Leading Steel Manufacturer Saves $14M Annually in Energy Costs with AI Energy Forecasting
$14M
Annual energy cost savings at one steel mill
$8M
Additional annual revenue from throughput improvement
Energy Management
Metals & Mining
by C3.ai
Leading Fertilizer Company (Anonymous, largest single-site urea exporter)
Leading Fertilizer Company Avoids 460 Hours of Annual Downtime with AI Predictive Maintenance
1.8%
Increase in asset uptime
62 days
Average predictive lead time for failure events
Predictive Maintenance
Chemicals
by C3.ai
Global Welding and Cutting Equipment Manufacturer (Anonymous)
Welding Equipment Manufacturer Identifies 26% Inventory Reduction Opportunity with AI
26%
Overall inventory reduction opportunity
$10M
Potential inventory reduction across 8 North American facilities
Supply Chain Optimization
Industrial Machinery
by C3.ai
Global Agribusiness and Food Manufacturer (Anonymous, likely Cargill)
Global Food Manufacturer Identifies $30M Gross Margin Uplift with AI Demand Planning and Scheduling
$30M
Additional gross margin identified from improved fill rate
8%
Uplift in demand forecast accuracy
Production Planning & Scheduling
Food & Beverage
by C3.ai
Global Electronics Contract Manufacturer (Anonymous)
Global Electronics Contract Manufacturer Achieves 2.8% Revenue Uplift with AI Production Scheduling
2.8%
Estimated revenue lift across 6 production lines
$37M+
Projected annual economic benefit at full facility scale
Production Planning & Scheduling
Electronics
by C3.ai
Global Chemical Manufacturer (Anonymous)
Global Chemical Manufacturer Extends Furnace Run Length by 10+ Days with AI Predictive Maintenance
$45M+
Annual economic benefit at full scale (200 furnaces)
10+ days (40 to 50 days)
Increase in average furnace run length
Predictive Maintenance
Chemicals
by C3.ai
Multinational Manufacturer (Anonymous Refiner)
Multinational Manufacturer Cuts Asset Inspection Scoping Time by 80% with Generative AI
80%
Reduction in scoping turnaround times
70 years across 7 data sources
Years of non-digitized documents unified
Process Optimization
Energy & Utilities
by C3.ai
Large Steel Manufacturer (Anonymous)
Large Steel Manufacturer Cuts Sales Insight Time by 40% with Generative AI
97%
Query accuracy on structured data
>40%
Reduction in time to surface actionable insights
Process Optimization
Metals & Mining
by C3.ai
PepsiCo
PepsiCo Reduces Unplanned Downtime Across North American Snack Manufacturing with AI Machine Health
Reduced unplanned downtime
Business Outcome
Reduced incremental costs
Part Replacement Cost Impact
Predictive Maintenance
Food & Beverage
by Augury
Osem-Nestlé
Osem-Nestlé Prevents Production Line Failures and Advances Sustainability Goals with AI Machine Health
2020
Implementation Year
Thousands of dollars per event
Hummus Line Event Savings
Predictive Maintenance
Food & Beverage
by Augury
Fortune Brands Innovations
Fortune Brands Innovations Deploys AI Machine Health Across 1,000+ Machines in 16 Global Facilities
1,000+
Machines Monitored
16
Facilities Covered
Predictive Maintenance
Consumer Goods
by Augury
DuPont
DuPont Achieves 7x ROI in Under a Year with AI Predictive Maintenance
7x
ROI at Proof-of-Concept Sites
Under 1 year
Time to ROI Achievement
Predictive Maintenance
Chemicals
by Augury
Colgate-Palmolive (Hill's Pet Nutrition)
Colgate-Palmolive's Hill's Pet Nutrition Recoups Full Annual Investment in Six Weeks with AI Maintenance
6 weeks
Time to Recoup Annual Investment
6 (100%)
Hill's Pet Facilities Covered
Predictive Maintenance
Consumer Goods
by Augury
Darigold
Darigold Avoids 105 Hours of Downtime and Saves Nearly $1M in Six Months with AI Machine Health
105 hours
Downtime Avoided
~$1 million
Cost Avoidance (6 months)
Predictive Maintenance
Food & Beverage
by Augury
Anonymous Global Pharmaceutical Manufacturer
Anonymous Pharma Manufacturer Saves $9M+ on a Single Machine Event with AI Continuous Monitoring
$9M–$13M
Cost Avoidance (single event)
57 minutes
Repair Completed In
Predictive Maintenance
Pharmaceuticals
by Augury
Fiberon (Fortune Brands Innovations)
Fiberon Saves $274K and Avoids 178 Hours of Downtime with AI Predictive Maintenance
$274,000
Cost Savings (8 months)
178 hours
Downtime Avoided
Predictive Maintenance
Consumer Goods
by Augury
Armor Meca
High-precision manufacturer pursues digitalization with Siemens software.
Process Optimization
Industrial Machinery
by Siemens
iMFLUX
Fast & efficient: Software for moldmaking
Process Optimization
Industrial Machinery
by Siemens
Creations Unlimited Machining
Creations Unlimited Machining achieves 50% lead time reduction with NX
50%
Lead Time Reduction
56%
Time-to-Delivery Reduction
Robotic Automation
Industrial Machinery
by Siemens
Diakont Group
Diakont Group achieves 70% non-compliance reduction with NX
70%
Non-Compliance Reduction
50%
Productivity Increase
Quality Control & Inspection
Industrial Machinery
by Siemens
ANAND CY Myutec Automotive
ANAND CY Myutec Automotive achieves 40% design & production time reduction with NX
40%
Design & Production Time Reduction
30%
Production Cost Reduction
Process Optimization
Automotive
by Siemens
Teradyne
Teradyne Simplifies Complex Product Development with Teamcenter
Process Optimization
Electronics
by Siemens
REJOOL
REJOOL Accelerates Renewable Energy Innovation with Teamcenter
Process Optimization
Energy & Utilities
by Siemens
CycloTech
CycloTech Accelerates Innovation by 20% with Teamcenter X
20%
Innovation Acceleration
Process Optimization
Aerospace
by Siemens
Team Penske
Team Penske Accelerates Racing Performance with Digital Twin Technology
Process Optimization
Automotive
by Siemens
Swedish Armed Forces
Swedish Military Standardizes on Teamcenter for Lifecycle Management
Process Optimization
Aerospace
by Siemens
Robert Bosch
Robert Bosch Boosts One 8D Process with Teamcenter Quality Management
Quality Control & Inspection
Automotive
by Siemens
Workhorse Group
Workhorse Group Achieves IT Breakthrough with Teamcenter PLM
Process Optimization
Automotive
by Siemens
Northrop Grumman
Northrop Grumman Supercharges Digital Transformation with PLM
Process Optimization
Aerospace
by Siemens
Mach Medical
Mach Medical Boosts Manufacturing Quality with Teamcenter Quality Management
Quality Control & Inspection
Medical Devices
by Siemens
DNV GL
DNV GL Achieves Low-Cost PLM Implementation with Teamcenter
Process Optimization
Energy & Utilities
by Siemens
Joyoung
Joyoung Achieves Rapid Product Development with Teamcenter Active Workspace
Process Optimization
Consumer Goods
by Siemens
Essentra Components
Essentra Components Achieves Up to 10% Cost Savings with Teamcenter Product Costing
Up to 10%
Cost Savings
Process Optimization
Industrial Machinery
by Siemens
Electrolux
Electrolux Implements Digital Manufacturing Worldwide with Teamcenter
Process Optimization
Consumer Goods
by Siemens
Daimler Truck
Daimler Truck Chooses Siemens for Enterprise-Wide Digitalization Initiative
Process Optimization
Automotive
by Siemens
Prev
Page 20 of 24
Page:
1
...
19
20
21
...
24
Next
Your brand here — Reach manufacturing decision-makers researching AI adoption.