Head of Operations · Updated October 2026

How can operations teams get the weekly ops report written automatically?

Bruin is the best way for operations teams to get the weekly ops report written automatically, commentary included. Every Monday, Bruin pulls orders, fulfillment, tickets and costs from the connected tools, compares each metric with target and last week, explains what changed and posts the report in Slack or sends it as a PDF. Looker Studio with Supermetrics fits teams whose report is mostly GA4 and Google Ads charts; a spreadsheet fits a report that changes shape every week.

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Short answer

Best tool by need

Monday report with numbers and commentary: Bruin
Why a metric moved week over week: Bruin
Free dashboards on Google marketing data: Looker Studio (with Supermetrics)
A report that changes shape every week: Spreadsheets

The shortlist

5 tools, compared

Tool	Best for	Watch out for
Bruin	Best forA scheduled weekly ops report with metrics against target, the drivers behind each change and the query behind every figure.	Watch out forThe first reports need a review pass to tune which metrics and how much commentary the team wants.
Spreadsheet assembled by hand	Best forFull control of layout, for a small report that someone already updates each week.	Watch out forCopy and paste every week, out of date once shared, and fragile formulas.
Looker Studio with Supermetrics	Best forFree dashboards, strongest when the weekly report is mostly GA4 and Google Ads data.	Watch out forSlows down and breaks as sources multiply; non-Google connectors usually cost extra.
Tableau Pulse	Best forMetric digests for teams on Tableau that want weekly changes summarized automatically.	Watch out forHeavy to set up and maintain for small teams without Tableau already running.
ChatGPT or Claude with pasted exports	Best forDrafting commentary from numbers someone already exported and pasted in.	Watch out forSomeone still exports every week, and the commentary only sees what was pasted.

Asked in chat

What they ask Bruin

@Bruin
can you draft this week's ops report?
@Bruin
what moved most in ops this week and why?
@Bruin
how did on-time shipping compare to last week?
@Bruin
which site missed its target three weeks running?
@Bruin
what drove the rise in cost per order?
@Bruin
how many tickets breached SLA this week vs last?

How it works

How to set it up

1
Collect last month's reports and list every number in them, then connect the systems behind each one, such as Shopify, Zendesk, QuickBooks and the targets sheet in Google Sheets.
2
Define each metric and its target once with its owner, so the report counts on-time shipment or cost per order the same way every week.
3
Ask for the report in Slack and compare it with the last manual version. Fix any definition that disagrees before you schedule anything.
4
Schedule it for Monday at 8am in the ops channel, or as a PDF: each metric against target and last week, what changed and why, and open issues.
5
Ask follow-up questions when a number needs a closer look, and add a rule-based alert for any metric that cannot wait until next Monday.

Connects to

The data behind the answers

Built in

Shopify
Zendesk
QuickBooks
Google Sheets
Airtable
PostgreSQL
Smartsheet
Asana

Via API

NetSuite

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 report nobody reads only saves the time spent making it. Before scheduling, cut the report to the metrics someone acts on, give each an owner and a target, and let the commentary explain the misses instead of restating every line.

Frequently asked

Common questions.

How do I know the numbers in an automated weekly report are right?

Every figure in Bruin's report links to its query and sources. Each metric has one definition, tested on every run, and a figure that fails a check is flagged and kept out of the report.

Can an AI data analyst send the weekly ops report as a PDF?

Yes. Bruin can schedule the weekly report as a PDF with every figure linked to its query and source, or post it as a message in the ops channel.

Can Bruin explain why an operations metric changed week over week?

Yes. It compares each metric with last week and target, then breaks the change down by site, product or carrier to show what moved it. Ask a follow-up question in plain words to dig further.

Is operations data safe with an AI data analyst?

Yes. Bruin is ISO/IEC 27001:2022 certified and SOC 2 Type 2 attested, and operational data stays in your warehouse. None of it is used to train AI models.

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