FINANCE

Weekly Cash-Reconciliation Narrative Brief

Each Monday, an agent reviews the week's reconciliation data from Snowflake and Stripe, writes a plain-English brief explaining variances and trends.

CategoryFinance
Enginepaperclip
Difficultyadvanced
Triggerschedule
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWeekly Monday schedule
  • ActionQuery weekly reconciled positions in SnowflakeSnowflakeSnowflake
  • ActionPull detail on largest unmatched items from StripeStripeStripe
  • LogicAgent investigates variances and drafts narrative
  • OutputPublish brief to NotionNotionNotion

What it does

Turns a week of reconciliation numbers into a readable narrative. Instead of a raw variance table, an agent investigates the largest breaks, explains likely causes (timing, fees, refunds, FX), notes the week-over-week trend, and writes a brief a non-analyst can act on.

When to use it

Use this when leadership wants the story behind the cash numbers, not just the figures. It is ideal for a Monday FP&A ritual where context and recommendations matter more than another dashboard.

How it works

A weekly scheduled trigger runs Monday morning. The agent queries Snowflake for the week's reconciled positions and open variances, then calls Stripe to pull supporting detail on the largest unmatched items. Using that evidence, the agent drafts a narrative brief — headline cash movement, top variances with explanations, and a short watchlist. A final output publishes the brief as a new dated page in the team's Notion space, ready for the standup.

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.

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