INVOICE PROCESSING

Auto-Draft Vendor Dispute Emails for Off-Contract Charges

When a reconciled invoice contains charges that violate the contract, an agent drafts a clear.

CategoryInvoice Processing
Enginepaperclip
Difficultyadvanced
Triggerevent
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerInvoice marked overbilled in AirtableAirtableAirtable
  • ActionPull line items and contract terms from AirtableAirtableAirtable
  • LogicAgent maps breaches to clauses and totals dispute
  • ActionDraft itemized dispute email in OutlookOutlook
  • OutputUpdate Airtable to dispute-drafted with draft linkAirtableAirtable

What it does

This is an agent-driven follow-through for invoices that fail reconciliation. Given a flagged invoice and the matching contract, the agent identifies exactly which line items breach which agreed terms, calculates the total disputed amount, and writes a professional dispute email that quotes the relevant contract language. The draft is saved to Outlook so an AP lead reviews and sends it without writing anything from scratch.

When to use it

Use this when overbilling disputes are frequent and writing each rebuttal by hand eats your AP team's time. It standardizes tone, ensures every dispute cites the contract, and shortens the cycle from catch to challenge.

How it works

  1. 1A flagged invoice record in Airtable (status: overbilled) triggers the run.
  2. 2The agent pulls the invoice line items and the stored contract terms from Airtable.
  3. 3It reasons over which lines breach which clauses and totals the disputed amount.
  4. 4It composes an itemized dispute email citing the specific contract terms.
  5. 5The draft is created in Outlook addressed to the vendor contact.
  6. 6The Airtable record is updated to "dispute drafted" with a link to the draft.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect AirtableBases, tables, views, automations.
  2. 2
    Connect OutlookMail, calendar, contacts.
  3. 3
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  4. 4
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  5. 5
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

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