FINANCE
Weekly margin-erosion tracker synced to a Coda finance doc
Runs a weekly BigQuery cohort-margin query and upserts the results into a Coda table so finance has a continuously updated, sortable erosion tracker instead of static snapshots.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule
- ActionQuery cohort margin and rolling trend in BigQueryBigQuery
- LogicDiff each cohort to decide insert vs update
- ActionUpsert cohort rows into Coda tracker tableCoda
- OutputFlag cohorts breaching erosion threshold in CodaCoda
What it does
Each week it queries BigQuery for gross margin by cohort and product line, calculates the rolling four-week trend, and writes each row into a Coda table keyed by cohort. Existing rows are updated and new cohorts are appended, so the Coda doc becomes a live ledger of margin movement that the team can slice with Coda views and formulas.
When to use it
Use it when finance and ops collaborate inside Coda and want a self-refreshing margin tracker they can filter, annotate, and build dashboards on, rather than a fresh report dropped each cycle.
How it works
- 1A weekly schedule triggers the run.
- 2BigQuery returns margin, revenue, and COGS per cohort with the rolling trend.
- 3A logic step diffs each cohort against the existing Coda row to decide insert vs. update.
- 4Coda upserts the rows into the tracker table.
- 5A flag column is set on any cohort breaching the erosion threshold so Coda views surface it automatically.
Set it up
What you configure once, before turning it on.
- 1Connect BigQueryDatasets, queries, schemas.
- 2Connect CodaDocs, packs, automations.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.