Weekly report desk: the AI weekly report for business owners

Coworkers reviewing printed financial reports during a meeting

Owners who run several locations tell the same story: the numbers exist, but assembling them takes a weekend. The weekly report desk assembles them. Once a week, on the day you choose, it pulls activity from every desk in the build, marketing results from the attribution desk, cash from invoicing, people from recruiting and coverage, and writes one report you can read in ten minutes. Every number traces to a record in your systems. Every section says what changed and what is waiting on you.

A day in the life

The desk works all week and delivers once. At 7am each day it checks that the inputs it needs are arriving: every other desk’s action log, the ad accounts, the CRM, the booking system, the accounting software. If a source has stopped reporting, it flags that in the morning brief so it is fixed before report day.

During the week it builds the sections as data lands. Sales and leads by source. Appointments set and kept. Reviews received and replied to. Content published. Campaigns sent. Invoices out and cash in. Hires in progress. Coverage gaps. Each section is written in plain language with the number, the comparison to the prior period and to last year where you have the history, and one line on what it means. Money, payroll and commission figures are labeled as drafts until a person has checked and released them.

On report day the draft goes to the owner or a named reviewer through the approval queue before anyone else sees it. After hours it archives the final version and resets for the next week.

What it drafts and who approves

The weekly report itself, a short owner summary at the top, per-manager sections where the build has several managers, and the list of open decisions carried from the week’s morning briefs. The owner or reviewer approves the report before distribution. Any figure the desk cannot trace to a record is marked as such rather than filled in. Financial figures are drawn from your accounting system as a person recorded them; the desk never adjusts them.

What it never does on its own

  • It never distributes the report before a person approves it.
  • It never estimates or rounds a number to make a section look complete.
  • It never changes anything in any system; it reads and writes the report only.
  • It never includes a person’s pay in a section that goes to anyone other than the people you name.
  • It never sends the report outside the company.

Which industries use it most

Every build includes the weekly report, so every industry uses it. What differs is the shape.

A dealership report leads with units sold, gross by a person’s figures, leads and response times by source, appointments, aged inventory, funding exceptions, reviews and ad spend tied to sold deals. See AI for car dealerships.

A gym report leads with trial bookings, conversions to membership, cancellations, class attendance, coach coverage, reviews and the sources that filled classes. See AI for gyms.

A field sales organization report leads with sales by rep, market and vendor, installs confirmed, chargebacks, recruiting pipeline, onboarding status and commission prep status, with every pay figure labeled as pending a person’s check. See example builds.

What it connects to

Everything the other desks connect to, through them: the CRM, booking and scheduling systems, phone system, review profiles, ad accounts, website analytics, accounting software, payroll in read-only mode, and the live action log. The attribution desk supplies the marketing section. The report is stored in your shared drive, in your accounts. The history is yours.

In the morning brief and weekly report

In the morning brief, the desk appears only when an input has stopped flowing or when the draft is ready for review. On report day the brief carries one line: the weekly report is in the queue.

The weekly report is this desk’s output, so the question is what it contains. In order: the owner summary, open decisions, sales and leads, marketing results tied to attribution, customer care (reviews, reminders, status updates), operations (inventory, scheduling, inbox, vendors), cash (invoiced and collected), people (recruiting, onboarding, coverage, training), and what each desk plans next week. Sections for desks not in your build do not appear. How the brief and the report relate is covered in the morning brief.

Frequently asked questions

How long is it?

Long enough to read in about ten minutes. The owner summary at the top is a few lines. Managers get the sections that concern them.

Can I ask follow-up questions about a number?

Yes. Every figure traces to a record, and the company chief of staff can answer plain-English questions about any of them from your own systems.

What if a number is missing or looks wrong?

It is marked as untraceable or flagged, not filled in. Money, payroll and commission figures are always drafts until a person has checked and released them.

Can my managers get their own version?

Yes. Each manager gets the sections for their area, and pay data is restricted to the people you name.

If your weekly numbers currently live in six places and one spreadsheet, the audit will show how many of those can be connected and reported from day one. Start with a digital audit.

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