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accounting11 min read

The 20% of bookkeeping that goes wrong — and an agent that flags it

Auto-categorisation handles the easy transactions. The judgement calls — owner draws, capital vs expense, inter-account transfers — are where the books break. Here is how to build a bookkeeping agent that codes the confident items and hands you the rest.

By the aramb teamAramb Blog
The 20% of bookkeeping that goes wrong — and an agent that flags it

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Originally published by Aramb Blog on Aug 15, 2026.

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