Product Advantages

Strong Anti-Interference
Effectively eliminates 3D imaging fluctuation interference
Closed-Loop Precision
Automatically collects 3D data Precisely identifies real 3D defects
Auto Region Setting
Automatically sets detection regions for different inspection points
Solid Foundation
Proprietary 3D unsupervised algorithm 3D point cloud modeling
Flexible Engineer Calibration
Triple error prevention
Adaptive Enhanced Detection
Executes more adaptive detection algorithms and standards within designated regions

Results in One Day Protect Yield Rate

ZSmart AI

Case Studies

SmartphonesAOI Misjudgment Reduction 91.48%

Ramp-up Period 2-3 weeks

Board Pass Rate Improvement ~50%

Leak Rate ≤50PPM

Machines Served 400+

Smartphones — case study chart: panel pass-rate comparison
EarphonesAOI Misjudgment Reduction 70.05%

Ramp-up Period 2-3 weeks

Board Pass Rate Improvement to ~99%

Leak Rate ≤50PPM

Machines Served 100+

Earphones — case study chart: panel pass-rate comparison
LaptopsAOI Misjudgment Reduction 80.33%

Ramp-up Period 2-4 weeks

Board Pass Rate Improvement to ~99%

Leak Rate ≤50PPM

Machines Served 60

Laptops — case study chart: panel pass-rate comparison
TabletsAOI Misjudgment Reduction 92.69%

Ramp-up Period 1-3 weeks

Board Pass Rate Improvement ~50%

Leak Rate ≤50PPM

Machines Served 28

Tablets — case study chart: panel pass-rate comparison
Automotive ElectronicsAOI Misjudgment Reduction 80.7%

Ramp-up Period 1-4 weeks

Board Pass Rate Improvement 40%+

Leak Rate ≤20PPM

Machines Served 32

Automotive Electronics — case study chart: panel pass-rate comparison

Customer Value

AOI Equipment Pain Points

  • High false-alarm rate
  • Low first-pass yield
  • Slow ramp-up
  • Heavy manual rework (OP) demand

ZSmart Solution

  • Proprietary algorithms
  • No manual labeling required
  • Automated closed-loop training
  • Online real-time model optimization

Implementation Results

  • Significantly fewer point false alarms
  • Faster improvement in production pass rate
  • Lower OP workload and error risk

Customer Value

Total line OP headcount

Reduced by 50% ~ 85%

Greater trust in quality control

Stronger enterprise competitiveness

Customer Value
AOI Brands

Connected AOI Equipment Brands

Want to know about exclusive solutions? Simmir works with you to solve your business challenges

Contact us and look forward to your consultation

Intelligent AOI Re-inspection Platform_Video Software_Simmir Tech