FINANCE

Monthly Unit-Economics Brief to Notion

An agent that reads the month's Snowflake COGS and Stripe revenue, writes a narrative unit-economics review — margin trend, top cost drivers, watch-list accounts — and publishes…

CategoryFinance
Enginepaperclip
Difficultyadvanced
Triggerschedule
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerMonthly schedule after close
  • ActionQuery month COGS by segment from SnowflakeSnowflakeSnowflake
  • ActionPull revenue + plan data from StripeStripeStripe
  • LogicReason over margin trend, drivers, and watch-list accounts
  • OutputPublish formatted brief as a Notion pageNotionNotion

What it does

It produces the monthly unit-economics story, not just the numbers. The agent pulls the closed month's per-customer COGS and revenue, computes blended and per-segment gross margin, identifies which accounts and cost drivers moved the needle, and writes a readable brief that finance can take straight into a board or leadership review.

When to use it

Use it at month-end close when someone usually spends hours hand-assembling a margin deck. Best once the COGS allocator and revenue data are reliable for the period.

How it works

  1. 1A monthly schedule fires after close.
  2. 2The agent queries Snowflake for the month's per-customer COGS and aggregates by segment.
  3. 3It pulls matching revenue and plan data from Stripe.
  4. 4It reasons over the joined data to find margin trend, the largest cost drivers, and accounts that flipped onto the margin watch-list.
  5. 5It drafts a structured narrative with tables and commentary.
  6. 6It publishes the brief as a new dated Notion page in the finance space.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect SnowflakeWarehouses, queries, shares.
  2. 2
    Connect StripeCustomers, subscriptions, payments.
  3. 3
    Connect NotionPages, databases, comments.
  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.

Run this workflow in your colony.

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