If tickets are still handwritten, fix capture first — see the weighbridge integration guide and weighbridge service page.
What the model compares
Gross/tare from the indicator versus SAP delivery or GRPO weight. Repeat offenders (same transporter, same SKU) show up as a pattern, not a one-off clerk error. That is how credit notes and gate detention hide in monthly noise.
ROI angle
Fewer disputes and faster turnaround at busy GIDC gates. Estimate with the SAP automation ROI calculator.
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