Production lines change. Equipment ages. New products get introduced. LexData keeps your defect detection and quality inspection AI accurate across shifting factory conditions — continuously, not once.
Models that achieve 99% in controlled testing lose accuracy when factory lighting changes, machines get repositioned, or new product variants are introduced. What worked in the pilot fails on the floor.
False positives trigger unnecessary rework, line stoppages, and manual overrides. The AI was supposed to save time — instead it's creating work.
Every new SKU, material, or assembly variant requires the model to adapt. Without continuous retraining, your defect detection is always one product launch behind.
Pixel-level defect annotation for surface scratches, cracks, dents, weld faults, and assembly misalignments. Multi-sensor alignment for multi-camera inspection systems.
Connect defect detections to production data — batch numbers, machine IDs, shift schedules. Identify defect patterns across lines and predict maintenance needs before unplanned downtime.
Monitor defect detection accuracy across changing production conditions. Detect when lighting shifts, new materials, or equipment aging degrades model performance. Auto-retrain to maintain 99%+ accuracy.
High-speed identification of scratches, dents, and cracks.
Automated analysis of weld porosity, undercut, and spatter.
Confirming correct part placement and orientation in real-time.
Ensuring accurate labeling, sealing, and barcode readability.
Visual monitoring of equipment wear to schedule service.
Fusing thermal and visual data for comprehensive line analysis.
Vision models performed well in pilots but lost accuracy as factory conditions shifted.
Built pixel-level annotated datasets and multi-sensor alignment for reliable defect detection.
Maintained 99%+ defect detection accuracy across changing production environments. Reduced unplanned downtime.
"Fast training is table stakes. We keep your models accurate for years, not weeks."
"Runs on your existing edge hardware. No proprietary equipment required."
"Continuous retraining as products, materials, and equipment change."
"Compliance-ready for IATF 16949, ISO 13485, AS9100D quality standards."