INVOICE PROCESSING
Investigate a flagged billing spike and draft a vendor inquiry
When a vendor invoice spike is flagged, an agent reads the line items, compares them to prior invoices to find what changed.
How it runs
The automated pipeline, trigger to output.
- TriggerSpike-flagged webhook with invoice idHTTP webhook
- ActionPull invoice and vendor historyBigQuery
- LogicDiff line items to attribute increase
- ActionDraft vendor clarification emailOutlook
- OutputNotify reviewer with summarySlack
What it does
Takes a flagged spike beyond a simple alert: an agent opens the suspect invoice, reads its line items, and works out which charges drove the increase versus the vendor's prior bills. It then writes a specific, polite inquiry email naming the exact lines in question instead of a vague "why is this higher."
When to use it
Use this when spikes are common enough that manually diffing line items eats your AP team's time. It produces a ready-to-send draft so a human only reviews and clicks send.
How it works
- 1A spike-flagged webhook from your detection flow triggers the run with the invoice id.
- 2The agent pulls the flagged invoice and the vendor's recent invoice history from BigQuery.
- 3It diffs line items to attribute the increase to new charges, quantity changes, or rate changes.
- 4It drafts a clarification email citing the specific lines and the prior amounts.
- 5The draft is created in Outlook for an AP reviewer to approve and send, and a summary is posted to Slack.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect BigQueryDatasets, queries, schemas.
- 3Connect OutlookMail, calendar, contacts.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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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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