FINANCE
Daily Cash Anomaly Detection and CFO Briefing
An agent reviews the day's cash roll-up across Stripe and the warehouse ledger, investigates any balance that breaks from its trend.
How it runs
The automated pipeline, trigger to output.
- TriggerSchedule: each weekday morning
- ActionRetrieve Stripe payoutsStripe
- ActionRead warehouse ledger balancesSnowflake
- LogicDetect anomalies vs trailing baseline; reason on drivers
- OutputEmail written briefing to CFOGmail
- OutputLog summary to finance channelSlack
What it does
Goes a step beyond a numeric summary by reasoning about the day's cash movements. The agent assembles the consolidated position from Stripe payouts and the Snowflake ledger, compares each component against its recent baseline, investigates anything anomalous (a payout spike, an unexpected outflow, a stalled clearing balance), and writes a plain-language briefing explaining the drivers before emailing it to the CFO.
When to use it
Use it when leadership wants context, not just a dashboard number, on why today's cash looks the way it does, without an analyst writing the narrative each morning. Best when day-to-day cash is volatile enough that the story matters.
How it works
- 1A schedule triggers each weekday morning.
- 2The agent retrieves prior-day Stripe payouts and the relevant Snowflake ledger balances.
- 3It compares each figure to its trailing baseline to surface anomalies.
- 4For each anomaly, it reasons over the underlying transactions to identify the likely driver.
- 5It drafts a concise narrative briefing with the closing position and notable changes.
- 6It emails the briefing to the CFO and logs the same summary to Slack.
Set it up
What you configure once, before turning it on.
- 1Connect StripeCustomers, subscriptions, payments.
- 2Connect SnowflakeWarehouses, queries, shares.
- 3Connect GmailRead, draft, send, label.
- 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.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.