INVOICE PROCESSING
Map Invoice Lines to GL Budget Categories in BigQuery
On each new vendor invoice, matches every line item to a GL budget category using your BigQuery mapping table.
How it runs
The automated pipeline, trigger to output.
- TriggerNew invoice received via webhookHTTP webhook
- ActionQuery BigQuery for vendor GL mapping rulesBigQuery
- LogicScore each line against GL categories by confidence
- LogicBranch: confident match vs. uncategorized
- ActionInsert matched lines into categorized-spend tableBigQuery
- OutputAppend unmatched lines to controller review queueBigQuery
What it does
When a vendor invoice lands, this workflow reads its line items and matches each one to a general-ledger budget category using a mapping table in BigQuery (vendor + description keywords to GL code). Confidently matched lines are written to a categorized-spend table; lines it can't map are flagged as uncategorized for controller review.
When to use it
Run this when AP receives invoices faster than your team can hand-code them to the budget, and you want a single source of truth in BigQuery for categorized vs. uncategorized spend before month-end close.
How it works
- 1A new invoice arrives via webhook from your AP intake system.
- 2The flow queries BigQuery for the vendor's historical GL mappings and active keyword rules.
- 3For each line, it scores the best GL category match against a confidence threshold.
- 4A branch splits confident matches from low-confidence or unmatched lines.
- 5Matched lines are inserted into the BigQuery categorized-spend table.
- 6Unmatched lines are appended to a controller review queue table with the invoice reference and reason.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect BigQueryDatasets, queries, schemas.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Block duplicate Stripe payouts before they send
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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