Deduction Value Recovered
$18.2Kthis month
↑ +42%
Sum of confirmed ERP charge-backs where AI grade ≠ supplier declaration, current month
Contamination Rate
8.3%of loads
↓ -2.1%
Loads with ≥5% non-metallic content ÷ total loads inspected, trailing 30 days
Material Classification Accuracy
94.7%
↑ +3.4%
Correct AI classifications ÷ human-verified ground truth, rolling 30-day sample
Loads Inspected
847
↑ +12%
Unique inbound load events (scale + camera trigger), current month
Activity: Last 7 Days
Recent Detections

TGDZMN
Mar 10, 2026, 3:50 PM UTC4,140 lbs290-109: Aluminum van trailer
Plastic 8%Fluff 3%Steel 2%