Get AI-suggested GL codes for card transactions (n8n)
Paste card transactions into a sheet and get a suggested account and a confidence score for each one.
n8nBank reconciliationIntermediateHuman check: HighTools
n8n: Google Sheets, OpenAI
n8n: Google Sheets, OpenAI
Time saved
~2-4 hrs/month (estimate)
~2-4 hrs/month (estimate)
Difficulty
Intermediate
Intermediate
Steps
- Google Sheets Trigger on Row Added in a
To codetab. - Google Sheets → Get Rows from a
Chart of accountstab. - OpenAI: give it the description, amount, and chart of accounts, and ask for JSON {account, confidence, reason}.
- Google Sheets → Update Row with the suggestion. Rows below 0.8 confidence get highlighted for review.
Keep a human check here: High risk
Treat the GL codes as suggestions only. A person approves each code before anything is posted.
Steps are based on the vendor docs as of Oct 2026; verify module names in your account. Apps rename triggers and actions sometimes. Try it with test data or a sandbox company first.
Build it
[AFFILIATE LINK PLACEHOLDER: not live]
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Try n8n. This is an affiliate link. If you sign up through it we may earn a commission at no cost to you. Disclosure
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