RevOps lead · Updated October 2026
How can RevOps stop building the weekly revenue report by hand?
Bruin is the best way for RevOps to stop building the weekly revenue report by hand: it builds the report from CRM and billing data and posts it in Slack on schedule. Bruin pulls pipeline, bookings, ARR and churn from Salesforce or HubSpot and Stripe or Chargebee, explains what moved since last week, and links every line to its query. Tableau Pulse fits companies already on Tableau that want metric digests; Sigma fits teams with a modeled warehouse that want spreadsheet-style reports.
Short answer
Best tool by need
- Weekly revenue recap posted automatically: Bruin
- Explaining what moved since last week: Bruin
- Metric digests for teams already on Tableau: Tableau Pulse
- Spreadsheet-style reports on a modeled warehouse: Sigma
- One-off scenario models for the board: Spreadsheets
The shortlist
5 tools, compared
| Tool | Best for | Watch out for |
|---|---|---|
| Bruin | Best forRevOps teams that want the weekly revenue report built from CRM and billing, scheduled in Slack, with reasons for each change. | Watch out forCheck the first scheduled report against the last manual one before the spreadsheet is retired. |
| Weekly spreadsheet built from exports | Best forTeams with a report format leadership is used to and one person who owns the formulas. | Watch out forCosts someone hours every week, and an edited formula can change a number without anyone noticing. |
| Tableau Pulse | Best forRevenue leaders at Tableau shops who want Pulse to send digests on metrics they already track in Tableau. | Watch out forHeavy to set up and maintain for a small RevOps team without Tableau already in place. |
| Salesforce and HubSpot dashboards | Best forPipeline dashboards for leaders who only need CRM numbers each week. | Watch out forNo billing data, so ARR, churn and collections still get added by hand. |
| Sigma | Best forRevOps analysts who want spreadsheet-style reports on live warehouse data instead of exports. | Watch out forWorks on warehouse tables, so ingestion and modeling have to be set up before the first report. |
Asked in chat
What they ask Bruin
@Bruin
what changed in pipeline since last Monday?
@Bruin
how much net new ARR did we book last week?
@Bruin
which deals over $25K closed or slipped this week?
@Bruin
what was logo churn last week vs the 4-week average?
@Bruin
why did bookings drop vs the same week last quarter?
@Bruin
how many renewals are due in the next 30 days?
How it works
How to set it up
- 1
Open last week's report and list every number on it, its source system and the formula behind it; that list becomes the spec for Bruin.
- 2
Connect the systems the report draws from, such as Salesforce or HubSpot, Stripe or Chargebee and Google Sheets for targets, and let them sync.
- 3
Define each line once in Bruin, like pipeline created, net new ARR and logo churn, and compare the first output with the manual version until they match.
- 4
Schedule the report for Monday morning in the revenue Slack channel, with each number against target and a short note on what moved and why.
- 5
Add alert rules for things that cannot wait for Monday, like a large renewal at risk, then retire the spreadsheet once two reports match.
Connects to
The data behind the answers
Built in
- Salesforce
- HubSpot
- Stripe
- Chargebee
- Google Sheets
- Mixpanel
- Zendesk
Via API
- NetSuite
- Gong
Plus your warehouse (Snowflake, BigQuery, Databricks, Redshift, Postgres, ClickHouse) and thousands more sources through APIs, webhooks and web scraping.
Worth knowing
The honest caveat
Automating a bad report gives you a bad report on time. Before rebuilding it, ask who reads each line and what they do with it. Drop the numbers nobody acts on, and add the ones that explain movement, like slipped deals and churned accounts.
Frequently asked
Common questions.
How do we make sure an automated weekly revenue report has no errors?
Bruin tests each metric definition on every run and holds back a number that fails a check instead of posting it. Every line links to its query and sources, so anyone can trace a figure back to the deals or invoices behind it.
Can a weekly revenue report explain why a number moved?
Yes. Bruin compares each line with last week and breaks the change down, for example by segment, rep or plan, then names what drove it, such as a large deal slipping or an account churning.
Can the weekly revenue report also go out as a PDF for leadership?
Yes. Bruin can post it in Slack and also schedule it as a PDF before the leadership meeting, with every figure tied to its source.
What happens to our spreadsheet formulas when RevOps moves the weekly report to Bruin?
They become metric definitions. Each formula is rewritten once as a tested definition and versioned in Git, so a change to how churn is counted is visible and reviewable instead of hidden in a cell.
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