OperationsAny SMBRetail

Weekly Owner Briefing

A Friday summary of revenue, overdue invoices, pipeline status, and key metrics — narrated in plain English, not spreadsheet format.

briefingfinanceweeklyowner

What you need to build this

Connect these tools, give the AI this data, expect these outputs.

Connect

APIs & tools to set up

OAuth, API keys, or webhooks depending on the tool.

Gather

Data sources to pull from

Give to AI

Inputs per run

Weekly revenue from POS/payment platform
Overdue invoices with amounts and ages
Quote pipeline from tracker spreadsheet or CRM
Key KPIs the owner cares about (customizable)
Prior week briefing for week-over-week comparison

Expect

AI outputs

Narrative summary in plain English (not tables)
Week-over-week revenue comparison with context
Top 5 overdue invoices with recommended follow-up action
Quote pipeline status: new, pending, won, lost
2–3 prioritized action items for next week

IntermediateFully automatedHigh value3 no-code · 2 low-code · 4 custom options

Business problem

Owners don't review financial and operational data consistently because dashboards require interpretation. By the time they notice a revenue dip or overdue invoices, weeks have passed.

Expected outcome

Every Friday at 4 PM: a 1-page narrative briefing covering revenue vs. last week, top overdue invoices, quote pipeline status, and 2–3 recommended actions for next week.

Who it's for: Business owners who have the data in QuickBooks, Stripe, or spreadsheets but rarely look at it until tax season or something breaks.

Required data sources

InvoicesView access method →
POS TransactionsView access method →
SpreadsheetsView access method →
CRM RecordsView access method →

What data goes into the AI

Weekly revenue from POS/payment platform
Overdue invoices with amounts and ages
Quote pipeline from tracker spreadsheet or CRM
Key KPIs the owner cares about (customizable)
Prior week briefing for week-over-week comparison

What the AI should output

Narrative summary in plain English (not tables)
Week-over-week revenue comparison with context
Top 5 overdue invoices with recommended follow-up action
Quote pipeline status: new, pending, won, lost
2–3 prioritized action items for next week

APIs needed to automate this

QuickBooks APIAuth & setup →
Google Sheets APIAuth & setup →
Gmail APIAuth & setup →
OpenAI APIAuth & setup →

System behavior

Runs weekly on fixed schedule (Friday afternoon)
Read-only — does not modify any financial records
Compares to prior week automatically when history exists
Flags anomalies (revenue drop >15%, new large overdue invoice)
Keeps briefing to 1 page — links to source data for details

No-code vs low-code vs custom

No-code

Lowest effort

Non-technical owners, quick validation, under 50 runs/day

3 options listed

Low-code

Medium effort

Operators comfortable with Zapier/n8n, need more control

2 options listed

Custom build

Highest effort

High volume, custom logic, or strict data privacy requirements

4 options listed

No-code options	Low-code options	Custom build stack
ChatGPT with weekly data pasted (manual Friday ritual)	n8n: Friday trigger → QuickBooks + Sheets pull → OpenAI → email	Friday cron job
Google Sheets + GPT formula for narrative summary	Pipedream scheduled weekly workflow	QuickBooks API + Sheets API for data pull
Databox or Geckoboard with AI narrative layer	—	OpenAI for narrative generation
—	—	Email delivery via Gmail API

Start with no-code to validate the workflow. Move to low-code when you hit rate limits or need branching logic. Custom build when volume, privacy, or integration depth requires it.