FINANCE

Dispute and Chargeback Ledger Writeback

When a Stripe dispute is opened or resolved, books the corresponding adjustment into the Snowflake ledger and notifies the finance team in Slack so revenue stays accurate in real…

CategoryFinance
Enginesim
Difficultyintermediate
Triggerwebhook
Steps4
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerStripe dispute created/updated webhookStripeStripe
  • LogicRoute adjustment by dispute status
  • ActionInsert ledger adjustment in SnowflakeSnowflakeSnowflake
  • OutputNotify finance team in SlackSlack

What it does

Disputes and chargebacks quietly erode booked revenue between reconciliations. This workflow reacts the moment a Stripe dispute changes state, writes the reserve or reversal entry into your Snowflake ledger, and alerts finance — keeping the ledger current rather than waiting for the next batch close.

When to use it

Use it if chargebacks are a material part of your volume and your ledger only learns about them days later. It keeps disputed amounts reflected immediately and gives the team a heads-up to gather evidence.

How it works

  1. 1A Stripe webhook fires on dispute created and updated events.
  2. 2A logic step routes by dispute status: a new dispute books a reserve, a lost dispute books a reversal plus fee, a won dispute releases the reserve.
  3. 3The Snowflake step inserts the matching adjustment row keyed to the original charge.
  4. 4A Slack message notifies the finance channel with the dispute amount, reason code, and the ledger entry that was written.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect StripeCustomers, subscriptions, payments.
  2. 2
    Connect SnowflakeWarehouses, queries, shares.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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