FINANCE
Deferred-Revenue Cutoff Anomaly Investigation Agent
An agent that investigates each flagged cutoff mismatch by pulling the Stripe invoice, Snowflake schedule, and contract terms.
How it runs
The automated pipeline, trigger to output.
- TriggerNew exception row created in AirtableAirtable
- ActionFetch invoice and line items from StripeStripe
- ActionQuery schedule history and contract metadata in SnowflakeSnowflake
- LogicReason over dates and policy to recommend period treatment
- OutputWrite narrative and recommendation back to AirtableAirtable
What it does
For every flagged cutoff exception, an agent gathers the full context — the Stripe invoice, the Snowflake deferred-revenue schedule, and the contract service dates — reasons about why the periods disagree, and drafts a plain-English explanation plus a recommended recognition treatment.
When to use it
When the volume of flagged exceptions is too high for the controller to research each one by hand and you want a first-pass analyst writeup attached to every item before review.
How it works
- 1A new row in the Airtable exceptions table triggers the agent.
- 2The agent fetches the related invoice and line items from Stripe.
- 3It queries Snowflake for the schedule history and any contract metadata.
- 4The agent reasons over service period, billing date, and policy to determine the correct period, citing the evidence it used.
- 5It writes the narrative and recommended treatment back to the Airtable row and sets a review status for the controller.
Set it up
What you configure once, before turning it on.
- 1Connect AirtableBases, tables, views, automations.
- 2Connect StripeCustomers, subscriptions, payments.
- 3Connect SnowflakeWarehouses, queries, shares.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More Finance workflows
Expense Submission Webhook Instant Triage and Routing
Receives each expense submission via webhook the instant it's filed, classifies it as in-policy, needs-review, or hard-violation, and routes it to auto-approval.
Monthly Vendor Spend Anomaly Brief for Finance Leads
Once a month, an agent analyzes the full expense ledger for vendor and category spend anomalies, drafts a narrative brief with the top outliers and likely causes.
Accrual Chase Board in Monday with Per-Owner Tasks
On a schedule it reads open uncoded expenses from Snowflake and creates or updates a Monday item per department owner.
Detect Annual-to-Monthly Downgrade Refunds Owed
Catches subscriptions switched from an annual term to monthly partway through the prepaid year, computes the unused prepaid balance owed back.
Detect Mid-Cycle Plan Change Mischarges and Queue Credit Memos
Listens for Stripe subscription plan changes, recomputes the correct prorated amount.
Overdue Accrual Escalation Emails to Owners and Managers
On a schedule it flags uncoded spend that has stayed open past the chase deadline and emails each delinquent owner via Gmail.
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.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.