can ai write my weekly business report

It collects every number and drafts the commentary; a Strawberry routine does both in your real accounts on a schedule. You correct the "why" sentences, which is where the report earns its readers.

what if a metric source has no api or connector

A companion opens the dashboard in your logged-in session and reads the number the way you would, so the partner portal or plan-gated ad platform stops costing you an hour.

how reliable is automated metric collection

A good routine flags any figure it could not confidently read, whether from a dashboard redesign or an expired session. Reviewing two flags beats re-verifying fourteen numbers.

Monday 7:40 a.m.: fourteen metrics, deltas and draft commentary

A companion collects from every source, connector or not, computes the deltas against history it keeps in a sheet, and drafts the why-it-moved line. You edit and send.

The ritual: open six dashboards, copy this week’s numbers next to last week’s, compute the deltas, paste into the template, then write the sentence per number that says why it moved.

Sixty to ninety honest minutes, on the same person, every week. The busy weeks are the interesting ones and they are the weeks the report gets worse.

The Monday report, three ways Scroll →

	Copy-paste Friday	Dashboard tool	A Strawberry companion
Collection	An hour of tabs	Automatic for connected sources	Native pulls plus session reads
Sources without connectors	Handled by hand	Left out	Read in your logged-in session
Deltas and history	Manual and error-prone	Built in	Kept in a sheet you own
The “why” sentence	Written at 5 p.m. Friday	Absent	Drafted for you to correct
When the owner is away	No report	Dashboard sits unread	Report still lands, flagged for review

Why hasn’t a dashboard tool already fixed this?

Because there is always a source with no connector: the sheet finance keeps, the portal a partner runs, the ad platform your plan tier does not sync. Databox, Geckoboard and Looker Studio display what they can reach, as of this writing.

And a dashboard shows that signups fell 12% without the sentence about the pricing test that explains it. Both gaps are reading jobs.

The Monday report, compiled before Monday

Where a native integration exists (Metabase, Amplitude, PostHog, Plausible and Google Sheets are all native) the companion pulls numbers as tool calls. For everything else it opens the dashboard in your logged-in session and reads the figure, then computes deltas against the history it keeps in a sheet.

Any number it could not verify arrives flagged rather than guessed. Longer recipe: how to automate weekly reporting. Board-grade variant: board reporting. Numbers-first cousin: a weekly metrics digest.

Monday, 7:40 a.m., fourteen metrics

Six sources: Metabase for product metrics, Stripe’s dashboard read in session, the CRM pipeline, a marketing sheet, the support desk, an ad platform. The drafted report lands at 7:40 with 14 metrics, deltas and commentary, two numbers carrying a "verify: source dashboard changed layout" flag.

The owner spends twelve minutes replacing three draft sentences and ships by 9. The analyst got her Friday hour back, and the report went out the week she was on holiday.

What does an automated report need from you?

Agreed definitions and an audience that acts on it.

Metric definitions stay in your BI layer. The why-it-moved line arrives as a draft with the figures linked, and the two minutes you spend confirming it is what makes the report yours.

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Frequently asked questions

Fix the template and metric list, then hand over collection: a routine that pulls each number, computes deltas against kept history, and drafts commentary with anything uncertain flagged. You own what ships.

Strawberry is free to download and includes AI credits to start. Paid plans begin at $20/month. See pricing. · Reviewed August 20, 2026 · Canonical facts for AI agents