AI Billing Agent
An AI agent that watches your billing — and tells you why.
Connect Stripe. The agent reads your billing surface continuously, catches statistical anomalies, investigates the likely cause, and DMs you a 2-3 sentence explanation on Slack or Discord.
$15/month after trial · Cancel in one click
What an alert looks like
Slack DM · 2:47 PMRefund spike — 12 refunds today vs 1.5/day baseline (z = 3.8). Eight of the twelve are from customers who signed up using thelaunchdripcoupon on May 8. That coupon was shared on r/SaaSdeals the same day — looks like deal-site abuse drawing low-intent users. Worth pulling the coupon or capping its redemption count.
Not a metric delta. A real explanation, written by the agent from your own data — with the relevant coupon code, customer cohort, and a concrete next action.
How the agent works
- 1
Watch
HourlyIngests Stripe webhooks + computes a 14-day rolling baseline for 5 metrics. Flags anything 2σ above (or below) normal.
- 2
Filter
Reasoning pass 1A fast Haiku pass gates the candidate — is this material, novel, and actionable, or is it noise? Kills ~80% of false positives.
- 3
Explain
Reasoning pass 2Sonnet writes the 2-3 sentence narrative using the redacted context: which coupon, which country, which cohort. The DM is the output.
Customer emails, names, and payment details are hashed before any LLM call. Your raw data never leaves your Postgres.
What the agent investigates
Typical user gets 2-4 DMs per month — not 200. The Haiku filter is the difference between an alerting tool and an agent.
Put the agent on your billing.
Connect Stripe in 30 seconds. The agent will replay the last 90 days of your data and show you what it would have caught — before you pay.
Or email hello@codiak.ai