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Use Case

Metric reports that write themselves

Executives get weekly metric summaries with attribution context. No analyst queue, no manual write-up, no out-of-date slides. Golden Analytics generates stakeholder-ready reports directly from your warehouse on a schedule.

Weekly metrics digest Sent Mon 08:00 to 6 recipients
Week ending 2026-06-08
Net Revenue Retention 112% +3pp vs prior week
NRR expanded primarily in the Enterprise tier (+7.2%), driven by seat expansion in the Manufacturing vertical. Mid-market held flat. SMB contracted 1.4pp due to elevated churn in trial-to-paid cohorts.
Enterprise
+7.2%
Mid-market
+0.1%
SMB
-1.4pp
The problem

Reporting consumes analyst time that should go to analysis

Weekly business reviews, board decks, and department updates all demand the same data differently formatted. The assembly process eats cycles that analytics teams could spend on harder problems.

Same queries, every week

Analysts re-run the same metric queries Monday morning every single week. Each run is identical except for the date range, yet it requires a human to execute and format the output.

Slide assembly loses context

Copy-pasting numbers from a query result into a slide drops the attribution context that explains the movement. Stakeholders get the number but not the segment story behind it.

Reports are always slightly stale

Manual assembly means a report sent Tuesday reflects data from Monday morning. High-cadence metric consumers make decisions on data that may already be 24 to 48 hours old.

How it works

Configure once, receive every cycle

01

Define your report template

Choose which metrics to track, how to segment them, and what comparisons to show (prior week, prior month, rolling average). Set the delivery schedule and recipient list.

02

Attribution runs automatically

On schedule, Golden Analytics queries your warehouse, applies attribution logic, and identifies which segments drove movements above your significance threshold.

03

Stakeholders receive a formatted digest

Recipients get an email with the metric summary, segment breakdown, notable movers, and a link to drill deeper via NL Querying. The format fits their reading level and decision context.

Capabilities

What stakeholder reporting gives your organization

Flexible delivery cadence

Daily, weekly, biweekly, or monthly. Each report template has its own schedule. A daily operational digest and a weekly executive summary can coexist with different audiences and formats.

Audience-tailored summaries

Executives get a headline number and top three segment drivers. Ops leads get a full breakdown with trend lines. Tone and depth vary by audience, not by how much time the analyst has.

Anomaly highlighting

Movements beyond configurable thresholds are flagged in-report. Stakeholders see which segments moved unexpectedly without needing to scan the full breakdown.

Drill-through to NL Querying

Each report includes a link that opens the same metric in NL Querying mode. Stakeholders can follow up without submitting a ticket to an analyst.

API access for custom delivery

Pull report output via API and embed it in your internal wikis, BI tools, or Slack channels. Treat report data as a structured object, not a static email attachment.

Report archive and comparison

Every generated report is stored and searchable. Compare last month's executive digest against this month's side by side to track trajectory over multiple periods.

Related use cases

Stakeholder Reporting pairs best with

Metric Attribution

Reports surface attribution-aware segment breakdowns automatically, not just raw totals, because Attribution runs under the hood for each scheduled digest.

Learn more

NL Querying

Stakeholders use NL Querying to drill into the summary they received in a report, asking follow-up questions without opening a ticket.

Learn more

Send your first automated report this week

Connect your warehouse, configure a template, and have a metric digest in executive inboxes before Monday's stand-up. Setup takes under an hour.