AI opportunities

Accrual amount prediction

Predicting the expected range for a recurring accrual from history, and flagging a proposed entry that falls outside it.

Technique

Regression or distribution modelling over historical amounts per account and entity, with seasonality where relevant

Open source tool

pandas; scikit-learn regression

Agent pattern opportunities1