Invoice Delay Prediction
Per-invoice payment-delay model for Syngenta AR. LightGBM quantile regression on business.documents.
Model version
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Test MAE
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days
Within ±2 days
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Within ±5 days
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What this serves
- CashPulse consumes
/api/v1/engines/invoice-prediction/runwhen its engine mode is set toremote. - This dashboard consumes the same JSON endpoints for internal monitoring (model accuracy, drift, recent runs).
- Batch scoring runs nightly on AML compute and writes to
business.invoice_predictions. - Audit + metrics are recorded in
ml.invoice_pred_*tables.