Classifies Transactions for Accountant Review

Charlie Barmore tested Jev in an accounting workflow using 250 synthetic bank transactions. The task was to categorize each transaction and decide whether an accountant should review it.

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Charlie Barmore, CPA, CFE, CVA@cbarmorecpa𝕏

I wanted to see where Jev might fit into an accounting workflow, so I set up a test using 250 synthetic bank transactions. Each model got the same transaction details, a simplified chart of accounts, some bookkeeping rules and a written summary of the evidence. The job was to pick a category and decide whether the transaction needed an accountant to review it. So it was making decisions from infor

Sep 19, 2026X postsView on X

Each model received the same transaction details, a simplified chart of accounts, bookkeeping rules, and a written summary of the evidence.

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