AI opportunities

Reconciling item auto-categorisation

Suggesting whether a newly identified item is timing, error or unsupported, from its attributes and historical patterns.

Technique

Supervised multi-class classification with feature attribution

Open source tool

scikit-learn RandomForestClassifier; SHAP for explanation