The review never gets done
It needs numbers from five places, and collecting them takes longer than discussing them. So the week passes without a proper look.
USE CASE · WEEKLY REVIEW
AI weekly business review that ends with decisions, not charts.
An AI weekly business review pulls the week's numbers from finance, sales, ads and operations every Friday and turns them into one scorecard. It shows the three things that changed, the three decisions that need you, and a draft agenda for Monday, so the review actually happens.
What gets stuck today.
Numbers arrive without meaning
A dashboard says revenue is up or ad spend is high. It does not tell you which change matters or what you should do about it.
Decisions drift into next week
Without a list of what needs deciding, the same open questions come up again and again, and nobody owns their answers.
What the AI weekly business review shows on Friday
| When | The assistant | You or your team | Result |
|---|---|---|---|
| Friday at 2:00 PM | Pulls the week's revenue and cash from accounting, pipeline and closed deals from the CRM, spend and cost per result from your ad accounts, and orders or delivery status from operations. | Your finance lead checks that the source figures are final before 3:00 PM. | All the week's numbers in one sheet, sourced and dated. |
| Source pull complete | Compares each figure with last week and the four-week average, and marks anything that moved beyond the thresholds you set, such as ad cost per lead rising more than 20 percent. | You set the thresholds once and adjust them when they are too noisy. | Exceptions are flagged by rule, not by whoever happened to notice. |
| Friday at 3:30 PM | Writes the scorecard: a short narrative of the three biggest changes, each with a likely cause drawn from the data, and the three decisions needed with the options. | You read it on your phone and correct any explanation you know to be wrong. | A one-page scorecard that ends in questions you can answer. |
| A flagged metric has no obvious cause in the data | Asks the owner of that area for a one-line explanation before the scorecard is finalized. | The owner replies, for example "paused two ad sets on Wednesday". | The scorecard carries human context where the data alone is silent. |
| Friday at 5:00 PM | Sends the scorecard to you and to the managers you name, each with the section that concerns them highlighted. | Managers acknowledge their section by Sunday night. | Everyone arrives on Monday having read the same page. |
| Sunday at 6:00 PM | Builds a Monday meeting agenda from the open decisions, last week's unfinished actions and the flagged metrics. | You reorder or cut the agenda before it is shared. | A 45-minute Monday meeting with a clear list instead of a general catch-up. |
What your day looks like.
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Fri 2:00 PM
The assistant pulls the weekly figures from accounting, the CRM, the ad accounts and your order system into one sheet.
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Fri 3:00 PM
Your finance lead confirms the cash figure and releases the data. Two metrics breach their thresholds.
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Fri 3:30 PM
The draft scorecard reaches you: three changes explained, three decisions framed, one question to the ads manager about a cost spike.
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Fri 4:15 PM
The ads manager answers the cost question. The scorecard is updated with the explanation and sent to your managers.
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Sun 6:00 PM
The Monday agenda is drafted from open decisions and unfinished actions. You cut one item and approve it.
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Mon 9:00 AM
The team meets with the scorecard and agenda in front of them. Decisions are recorded as tasks before the meeting ends.
The tools you already use.
- QuickBooks or Xero
- Google Sheets
- HubSpot or Pipedrive
- Meta Ads
- Google Ads
- Google Analytics 4
- Shopify
- Slack
If a tool has an API or an export, it can usually be connected.
It does the legwork. People make the calls.
Figures come from the source
Every number links to the system it was read from. The assistant does not estimate a missing figure; it shows the gap.
Explanations are labeled
Likely causes are marked as hypotheses until a person confirms them, so a guess is never presented as fact.
Read-only on money systems
Accounting and ad accounts are connected for reading. The review cannot change a budget, post an entry or move any funds.
Nothing reaches a client unchecked
The assistant drafts. A person on your team sends.
Quoted first. Built to fit.
This isn't a template with your logo on it. Every build starts from how your business actually runs — so there's no off-the-shelf demo, and we won't pretend otherwise.
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01
Discovery call
We map how your week and your business actually run, and pick the first tasks worth handing over.
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02
A live build on your work
On the strategy call we build one of your real tasks with AI, on screen — your data, not a generic demo.
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03
Scope and quote
We scope the build with you on a strategy session and quote it in writing — agreed before a single workflow is built.
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04
Build, connect, hand over
The assistant is wired into your tools, with inputs set up for each person on your team.
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05
Run and refine
We go live, then tune reminders, reports and sign-offs as your team settles in.
Which numbers, which tools: weekly review questions
What is an AI weekly business review?
An AI weekly business review is a scheduled report that pulls your key numbers from finance, sales, ads and operations, compares them with prior weeks, and writes up what changed and what needs deciding. It lands once a week, ready to read, and ends with an agenda for your next team meeting.
Which numbers should be in the scorecard?
The ones you would check yourself if you had the time: cash, revenue, pipeline, ad cost per result, orders and late jobs are typical. We agree a short list during scoping, usually under fifteen figures, because a scorecard people read beats a long one they skim.
Why not just build a dashboard in a BI tool?
Dashboards show data and wait for you to look. A built assistant runs on a schedule without being prompted, flags only what crossed your thresholds, asks owners to explain gaps, writes the narrative, and drafts the Monday agenda. A dashboard can still sit underneath it as a source.
Can it make the changes it recommends?
No. The review reports and proposes options; people decide. It is connected read-only to accounting and ad accounts, so it cannot change budgets or post entries. Any action that follows, such as pausing a campaign, is carried out by the person responsible.
What if our data is messy or in spreadsheets?
That is common. Spreadsheets are a valid source, and the setup includes agreeing the layout so the assistant reads the right cells. Where a number is missing or inconsistent, the scorecard says so openly instead of smoothing it over, and your team can then fix the source.
Can we change the day or the format?
Yes. Friday afternoon suits many teams, but you can run it Sunday night, monthly for a board pack, or both. Layout, thresholds and recipients are settings you can see and change, and managers can each receive a version focused on their area.