AI opportunities

Explanation quality assessment

Judging whether a preparer's written justification is substantively adequate — distinguishing 'misc difference, will resolve' from a properly evidenced explanation naming the amount, date and correcting entry.

Technique

Language model evaluating narrative against defined adequacy criteria, returning a flag and the reason

Open source tool

LLM API

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