AI opportunities

Journal entry suggestion from historical patterns

Recognising that certain conditions consistently produce certain entries and pre-populating the entry, so the preparer confirms rather than composes.

Technique

Pattern matching and classification over historical entries by account, period, entity and triggering condition

Open source tool

scikit-learn classifier; pandas frequency analysis