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Case Studies
AI manufacturing Case Studies — Search 800+ 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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Rhinestahl AMG
Rhinestahl AMG boosts efficiency and traceability to grow the business
Quality Control & Inspection
Aerospace
by Siemens
Rolls-Royce Defense
Rolls-Royce Defense achieves 25% spindle time reduction with NX
25%
Spindle Time Reduction
10%
Cycle Time Reduction
Quality Control & Inspection
Aerospace
by Siemens
Volgaburmash
NX CAM takes production to an entirely new level with digitalization
Quality Control & Inspection
Metals & Mining
by Siemens
Renishaw
High Precision, Low Scrap Manufacturing: Renishaw’s Digital Advantage with NX CAM
Quality Control & Inspection
Pharmaceuticals
by Siemens
ARGOLF
ARGOLF uses NX & Teamcenter Manufacturing to digitalize production processes
Quality Control & Inspection
Aerospace
by Siemens
Shikun Enterprise
Shikun Enterprise achieves 70% machining time reduction with NX
70%
Machining Time Reduction
70%
By About Reduction
Quality Control & Inspection
Industrial Machinery
by Siemens
Cosmos Industrial
Cosmos Industrial achieves 50% productivity increase with NX
50%
Productivity Increase
50%
Production Efficiency Increase
Quality Control & Inspection
Automotive
by Siemens
Akevono Kohgyo
Akevono Kohgyo achieves 30-80% efficiency improvement with NX
30-80%
Efficiency Improvement
Quality Control & Inspection
Automotive
by Siemens
ANGER MACHINING
ANGER MACHINING achieves 20% design costs reduction with NX
20%
Design Costs Reduction
30%
Average Lead Times For A Contract Increase
Quality Control & Inspection
Automotive
by Siemens
GROB
GROB achieves 30% cnc programming time reduction with NX
30%
Cnc Programming Time Reduction
Process Optimization
Automotive
by Siemens
Myutec Automotive
Myutec Automotive achieves 40% design and production time reduction with NX
40%
Design And Production Time Reduction
30%
Associated Production Costs Reduction
Quality Control & Inspection
Automotive
by Siemens
D'Andrea
D'Andrea achieves 50% programming time reduction with NX
50%
Programming Time Reduction
Quality Control & Inspection
Industrial Machinery
by Siemens
W.A. Pfeiffer
W.A. Pfeiffer achieves 25% the machining cycle reduction with NX
25%
The Machining Cycle Reduction
50%
Setup Times By Up To Reduction
Quality Control & Inspection
Industrial Machinery
by Siemens
D'Andrea
D'Andrea achieves 50% programming time reduction with NX
50%
Programming Time Reduction
Quality Control & Inspection
Industrial Machinery
by Siemens
PM-Bearings
PM-Bearings achieves 80% programing time by up to reduction with NX
80%
Programing Time By Up To Reduction
Quality Control & Inspection
Electronics
by Siemens
Armo Tool Limited
Armo Tool Limited achieves 40% productivity increase with NX
40%
Productivity Increase
40%
Overall Productivity Increase
Process Optimization
Metals & Mining
by Siemens
W.A. Pfeiffer
W.A. Pfeiffer achieves 50% setup times by up to reduction with NX
50%
Setup Times By Up To Reduction
Quality Control & Inspection
Pharmaceuticals
by Siemens
Pollmann International
Pollmann International achieves 35% the time required for mold design reduction with NX
35%
The Time Required For Mold Design Reduction
Quality Control & Inspection
Automotive
by Siemens
Kraft Foods
Kraft Foods achieves 99.9%+ barcode read rates and eliminates changeover downtime
99.9%+
Barcode Read Rate
30
SKUs on Line
Quality Control & Inspection
Food & Beverage
by Cognex
Federal Package
Federal Package achieves over 99% defect detection with edge learning on personal care products
>99%
Defect Detection Accuracy
100%
Product Inspection Coverage
Quality Control & Inspection
Consumer Goods
by Cognex
Hanggi
Hanggi inspects sealing rings at 7,200 parts/hour with 0.004mm precision using VisionPro
7,200 parts/hour
Inspection Speed
0.004mm
Testing Precision
Quality Control & Inspection
Automotive
by Cognex
Steven Douglas Corp.
Steven Douglas Corp streamlines ignition coil assembly inspection with multi-camera vision system
Quality Control & Inspection
Automotive
by Cognex
ETO Magnetic
ETO Magnetic reduces code read failure rate from 4% to near zero with vision-based traceability
4%
Code Read Failure Rate (Before)
~0%
Code Read Failure Rate (After)
Quality Control & Inspection
Automotive
by Cognex
Unilever
Unilever automates Rexona deodorant quality inspection at 220 bottles per minute
220 bottles/min
Line Speed
10
Manual Operators Replaced Per Line
Quality Control & Inspection
Consumer Goods
by Cognex
Sensors Integration
Sensors Integration achieves Six Sigma accuracy in food label inspection with 30% cost reduction
6,200,000+
UPC Codes Without Fail
30%
Cost Reduction
Quality Control & Inspection
Food & Beverage
by Cognex
Schaeffler
Schaeffler automates EV component inspection with machine vision across 4,800 annual projects
4,800
Projects Per Year
13
Global Locations
Quality Control & Inspection
Automotive
by Cognex
Weidmuller
Weidmuller cuts inspection time from 30 minutes to under 2 minutes with universal inspection station
<2 minutes
Inspection Time (After)
30-45 minutes
Inspection Time (Before)
Quality Control & Inspection
Electronics
by Cognex
Bosch
Bosch increases error catch rate to 99-100% with machine vision at Czech plant
99-100%
Error Catch Rate (After)
85%
Error Catch Rate (Before)
Quality Control & Inspection
Automotive
by Cognex
P
Puffco
Puffco discovers root cause in one day and cuts 4 weeks off NPI schedule
1 day (vs 3+ months manual)
Time to Root Cause Discovery
4 weeks
Schedule Time Saved
Quality Control & Inspection
Consumer Goods
by Instrumental
P
P2i
P2i eliminates defect escapes and triples engineering efficiency for nano-coating quality
50%
Manual Inspector Headcount Reduction
3X (tripled)
Engineering Efficiency Improvement
Quality Control & Inspection
Chemicals
by Instrumental
O
Owlet
Owlet saves $953K/year and validates root cause 8X faster for baby monitoring device
$953K
Annual Savings from Avoided Replacements
8X faster
Failure Analysis Speed Improvement
Quality Control & Inspection
Consumer Goods
by Instrumental
U
Undisclosed Telecommunications Brand
Telecom brand achieves one-month breakeven with AI inspection preventing 4.6% operator escapes
75%
Operator Headcount Reduction
4.6%
Operator Escapes Prevented
Quality Control & Inspection
Electronics
by Instrumental
M
Motorola Mobility
Motorola accelerates NPI across entire mobile phone line with AI-powered inspection
7
Mobile Phone Programs Covered
<2 seconds
Edge Computing Cycle Time
Quality Control & Inspection
Electronics
by Instrumental
M
Meta
Meta saves 900+ engineering weeks annually across 7 AR/VR hardware programs
900+
Engineering Weeks Saved Annually
6X
Return on Investment
Quality Control & Inspection
Electronics
by Instrumental
L
Lenovo
Lenovo saves $1/unit and eliminates 50% rework on Motorola Razr production
$1
Per-Unit Savings
~50%
Preventable Rework Eliminated
Quality Control & Inspection
Electronics
by Instrumental
F
FLIR
FLIR reduces factory travel 75% while accelerating thermal camera development
75%
Factory Travel Reduction
2 days
Station Setup Time
Quality Control & Inspection
Electronics
by Instrumental
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House: AI Roadmap — Eight workflows in your plant where AI would pay back this quarter. We know which. 12 pages, in 72 hours.