AI opportunities

Intercompany break prediction

Predicting which entity pairs are likely to break in the coming period, so the investigation starts before period end rather than after.

Technique

Classification over entity-pair features — historical break rate, transaction type, volume, time since last dispute

Open source tool

scikit-learn RandomForestClassifier

Agent pattern opportunities1