/ INDUSTRY
⚙ Traditional Industry Upgrade
Screws, nuts, fasteners, CNC machining — bringing legacy industries into the next decade with AI.
/ CONTEXT
Industry Snapshot
Screws, nuts, fasteners, and CNC machining form Taiwan's industrial heartland — yet manual inspection and data silos block modernization. LiQung commits to "first AI line in 6 months."
/ PAIN
Three Key Challenges
/ 01
Thread pitch/angle and surface defects checked visually — fatigue causes misses.
/ 02
Paper-based SOPs hide real-time OEE and reject rates.
/ 03
SMEs can't afford full-scale MES.
/ SOLUTION
How LiQung Helps
/ S1
AI Vision (P6) — screw / nut / fastener AOI system.
/ S2
Microscopy (P3) + Illumination (P4) — thread pitch and surface analysis.
/ S3
Traditional Industry Consulting (S07) — 6-month commitment + government subsidy assistance.
/ STACK
Recommended Stack
Products
- P3 · Microscopic Imaging
- P4 · Microscopic Illumination
- P6 · AI Vision Inspection
- P7 · Custom SaaS
- P8 · Cloud Monitoring
Custom Services
- S01 · Measurement Script Automation
- S02 · SOP / Report / Dashboard
- S03 · AI Model Training
- S06 · AI Consulting
- S07 · Traditional Industry Upgrade
/ METRICS
Key Numbers & Standards
6 months
First AI line delivery
≥98%
Thread defect classification
Subsidy
Smart-mfg gov subsidy
OEE+
Real-time utilization
Applicable Standards:
- ISO 9001
- ISO/IEC 17025
- DIN / ASME thread specs
Ready to bring AI into your Traditional Industry Upgrade line?
24h SLA · Free site assessment.