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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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CEVT
CEVT Relies on Product Configurator as Single Source of Truth for Automotive Variants
Process Optimization
Automotive
by Siemens
Callaway Golf
Callaway Golf Drives Innovation with NX and Teamcenter
Process Optimization
Consumer Goods
by Siemens
American Axle & Manufacturing
American Axle & Manufacturing Drives Cost Savings with PLM Cost Management
Process Optimization
Automotive
by Siemens
Zanini Renk
Zanini Renk Increases OEE from 45% to 71% with Industry 4.0 Transformation
45% to 71%
OEE improvement
26 percentage points
OEE increase
Process Optimization
Automotive
by Siemens
DAB Pumps
DAB Pumps Enhances Production UX with Mendix Low-Code and Opcenter MES
Process Optimization
Industrial Machinery
by Siemens
Terumo Americas
Terumo Americas Builds Digital Factories of the Future with Opcenter and SAP Integration
1 day+ to under 30 minutes
Material release time
40-60%
NCR and complaint reduction
Process Optimization
Pharmaceuticals
by Siemens
Miba
Miba Standardizes Quality Assurance Across Global Plants with Opcenter Quality
8
Plants deployed
Quality Control & Inspection
Automotive
by Siemens
Applied Composites
Applied Composites Transforms Aerospace Planning from Spreadsheets to Opcenter APS
Process Optimization
Aerospace
by Siemens
ARSIA
ARSIA Transforms Animal Health Laboratory Operations with Opcenter RD&L
Quality Control & Inspection
Medical Devices
by Siemens
Siemens Rastatt
Siemens Rastatt Increases First Pass Yield by 42% with AI-Powered AOI False Call Reduction
42%
First Pass Yield improvement
8 months
Time to ROI
Quality Control & Inspection
Electronics
by Siemens
Scanfil
Scanfil Achieves 10-40% Improvement in Manufacturing KPIs with Opcenter
10%+
Productivity improvement
~20%
Cost of poor quality reduction
Process Optimization
Electronics
by Siemens
Robopac
Robopac Targets 50% Production Capacity Increase with Smart Factory Digitalization
50%
Target production capacity increase
50,000 machines
Annual manufacturing capacity
Process Optimization
Industrial Machinery
by Siemens
ESTRA Automotive Systems
ESTRA Automotive Enhances Production Traceability and Quality with Opcenter MES
Quality Control & Inspection
Automotive
by Siemens
FIFCO
FIFCO Achieves Real-Time Production Visibility Across Brewing and Packaging Lines
1.5 days to real-time
Efficiency analysis time reduction
Process Optimization
Food & Beverage
by Siemens
Novak M
Novak M Responds to Production Changes 50% Faster with Opcenter Scheduling
50% faster
Response to production changes
30% faster
New order planning speed
Process Optimization
Industrial Machinery
by Siemens
Royal Avebe
Royal Avebe Transforms Potato Starch Production with IT/OT Convergence
Process Optimization
Food & Beverage
by Siemens
Francisco Aragon
Francisco Aragon Transforms Global Production Planning Across 35 Lines with Opcenter APS
35+
Production lines managed
1,000+
SKUs managed
Process Optimization
Chemicals
by Siemens
Metal Design
Metal Design Triples Monthly Production Output with Opcenter Scheduling
3x
Monthly production output increase
4 hours to 15 minutes
Customer inquiry processing time reduction
Process Optimization
Metals & Mining
by Siemens
Pascual
Pascual Transforms Dairy Manufacturing with Digital Execution and Sustainability
Process Optimization
Food & Beverage
by Siemens
Merit Automotive Electronics Systems
Merit Automotive Implements Closed-Loop Quality Management Across Global Sites
Quality Control & Inspection
Automotive
by Siemens
Council for Scientific and Industrial Research (CSIR)
South Africa's CSIR Produces 18,000 Ventilators in 3 Months Using Digital Manufacturing
18,000
Ventilators produced
3 months
Production timeline
Process Optimization
Medical Devices
by Siemens
Trek Bicycle Corporation
Trek Bicycle Doubles Scheduling Output and Speeds Customer Deliveries with Opcenter APS
2x
Scheduling output increase
Process Optimization
Consumer Goods
by Siemens
Plastoform
Plastoform Increases Production Efficiency 8% and Reduces Stock Over 90% with Opcenter Scheduling
8%
Production efficiency increase
90%+
Stock level reduction
Process Optimization
Automotive
by Siemens
C. E. Schneckenflügel
C. E. Schneckenflugel Doubles Sales by Cutting Delivery Time 50% with Opcenter APS
100%
Sales increase
50%
Delivery time reduction
Process Optimization
Industrial Machinery
by Siemens
BASF
BASF Reduces Batch Production Time by 5-10% with Digital Manufacturing
5-10%
Batch production time reduction
5 days
Manual paperwork eliminated per month
Process Optimization
Chemicals
by Siemens
S
Schneider Electric
Schneider Electric Wuhan cuts onboarding from 75 to 15 days with AI-driven upskilling and GenAI maintenance
75 to 15 days
Onboarding time reduction
56%
Employees upskilled
Process Optimization
Electronics
A
AUO Corporation
AUO Suzhou reduces attrition 70% and boosts production 29% with AI interviews and LLM emotional care
~70%
Attrition reduction
29%
Production boost
Process Optimization
Electronics
F
Foxconn Industrial Internet
Foxconn Vietnam cuts Scope 3 emissions 22% with AI-driven green design and GenAI carbon platform
22%
Scope 3 emissions reduction
34%
Scope 1 & 2 emissions reduction
Energy Management
Electronics
C
CATL
CATL reduces carbon footprint 56% with AI-driven energy transformation at world's largest battery site
56%
Carbon footprint reduction
16%
Scope 1 & 2 emissions reduction
Energy Management
Electronics
M
Midea
Midea Wuhu reduces delivery lead time 39% with AI-driven direct-to-consumer value chain
39%
End-to-end delivery lead time reduction
30%
Inventory days reduction
Supply Chain Optimization
Consumer Goods
Y
Yueda Textile
Yueda Textile boosts productivity 421% and cuts defects 90% with AI-driven digital transformation
421%
Productivity increase
90%
Defect reduction
Process Optimization
Textiles
U
Unilever
Unilever Pondicherry achieves 25% volume growth and 23% defect reduction with ML process control
25%
Volume growth
23%
Defect reduction
Process Optimization
Consumer Goods
S
SOCAR Carbamide
SOCAR Carbamide boosts production 21% and gas efficiency 24% with AI-ML autonomous control
21%
Production throughput increase
24%
Natural gas efficiency improvement
Process Optimization
Chemicals
S
Siemens
Siemens Numerical Control cuts lead time 78% with digital twin and 50+ AI use cases at Nanjing
78%
Lead time reduction
33%
Time-to-market acceleration
Process Optimization
Industrial Machinery
M
Michelin
Michelin Shenyang cuts minimum order quantity 71% with AI and machine vision for NEV tires
71%
Minimum order quantity reduction
51%
Trial lead time reduction
Process Optimization
Automotive
K
Kunlene Film Industries
Kunlene Film cuts R&D lead time 45% and defects 31% with AI-powered development at Suzhou
45%
R&D lead time reduction
31%
Defect reduction
Process Optimization
Consumer Goods
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