INVOICE PROCESSING

Overbilling Approval Gate with Slack Hold

Holds any invoice whose total exceeds the contract by a set threshold, posts the variance to a Slack approval channel with approve/dispute buttons.

CategoryInvoice Processing
Enginesim
Difficultyintermediate
Triggerevent
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerNew invoice file added to DropboxDropboxDropbox
  • ActionExtract total and vendor with OpenAIOpenAI
  • ActionFetch contracted total from AirtableAirtableAirtable
  • LogicCompute variance vs threshold tolerance
  • ActionAuto-approve within-tolerance invoices in AirtableAirtableAirtable
  • OutputPost variance card to Slack for approve/disputeSlack

What it does

This workflow turns the overbilling check into a human-in-the-loop gate. When a Dropbox invoice is parsed and its total beats the contracted amount by more than your tolerance (say 2%), the invoice is paused and a Slack message lands in your AP channel showing the contract figure, the billed figure, and the dollar delta. An approver clicks approve to release it or dispute to kick it to the vendor. Nothing moves to payment without that decision.

When to use it

Use this when small overages are common and you want fast human judgment instead of auto-rejection — letting reviewers wave through trivial differences while catching the expensive ones.

How it works

  1. 1A new Dropbox invoice triggers the run.
  2. 2OpenAI extracts the invoice total and vendor.
  3. 3The contracted total is fetched from Airtable.
  4. 4A logic step computes the variance and checks it against the tolerance threshold.
  5. 5Within-tolerance invoices are auto-marked approved in Airtable.
  6. 6Over-tolerance invoices post a variance card to the Slack approval channel and wait for the reviewer's decision.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect DropboxFiles and folders.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect AirtableBases, tables, views, automations.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.