THE PROBLEMManual Inspection Limits Quality and Throughput
Human inspectors fatigue after hours on the line. They miss subtle defects, introduce inconsistency between shifts, and create bottlenecks at high throughput. Sampling-based QC means defective units still reach customers. We replace that variability with camera systems that inspect 100% of output, every unit, every time, with consistent accuracy.
INSPECTION CAPABILITIES
What Our Systems Detect
Surface Defect Detection
Scratches, dents, stains, cracks, discoloration, and coating irregularities. We train models on your specific defect catalog with severity classification, so your team knows exactly what failed and why.
Dimensional Measurement
Automated size, gap, and tolerance verification against CAD specifications. Our calibrated camera systems achieve sub-pixel accuracy across flat surfaces, curved geometries, and reflective materials.
Assembly Verification
Missing components, reversed parts, wrong orientations, incomplete assemblies. We compare each unit against a golden reference to flag deviations before the product moves downstream.
Label and Print Verification
OCR for serial numbers, barcode readability checks, label placement verification, and print quality scoring. Every unit gets verified for regulatory and traceability compliance automatically.
OUR APPROACH
How We Build Your Inspection System
Line Assessment
We visit your production floor, study throughput speeds, lighting conditions, part geometry, and existing reject handling. This shapes the camera placement, lens selection, and lighting design for your specific line.
Model Development
We collect defect samples from your line, annotate them with your quality team, and train detection models optimized for your specific product. Every model is validated against your acceptance criteria before deployment.
Edge Deployment
Our models run on edge hardware at the inspection station with sub-100ms inference. We integrate with your PLC for automated pass/fail decisions, reject mechanisms, and line speed synchronization.
Camera and Lighting Design
We design multi-camera stations with top, side, and angled views for complete coverage. Structured lighting, backlighting, or dome illumination is selected based on defect types and surface properties.
Dashboard and Reporting
Real-time quality dashboards show defect rates, yield trends, and shift comparisons. Every inspection decision is logged with the original image, bounding box, and confidence score for full audit trails.
Continuous Improvement
We retrain models as new defect types emerge and your product evolves. Our data pipeline captures edge cases automatically, so the system gets more accurate over time with minimal manual effort.
WHAT YOU GET
Results That Show Up on the Line
Our inspection systems are built for real manufacturing environments. We target automotive, electronics, FMCG, and pharma production lines where quality, speed, and traceability all matter.
80%+ Reduction in Manual Inspection Labor
Automated inspection handles the repetitive visual checks, freeing your quality team to focus on process improvement and root cause analysis instead of staring at parts all day.
Sub-100ms Inference at Line Speed
Edge-optimized models running on NVIDIA Jetson or Intel hardware deliver real-time decisions without slowing your production throughput.
100% Inspection Coverage
Every single unit gets inspected. Sampling-based QC is replaced with complete coverage, so defective units are caught before they ship.
Full Audit Trail with Image Evidence
Every pass/fail decision is logged with the original image, defect annotations, confidence scores, and timestamps. Ready for ISO, automotive, and pharma compliance audits.
Ready to Automate Your Quality Inspection?
Walk us through your production line, defect types, and throughput requirements. We will scope a pilot system and show you what automated inspection looks like for your product.
Schedule a Free Consultation