The Problem

A SaaS startup's leadership team spent 4 hours every Monday morning manually pulling numbers from Stripe, Google Analytics, and HubSpot — copying them into a Google Slides deck and writing a summary. It was the same repetitive work, every single week.

The Automation

I built an n8n workflow that runs automatically every Monday at 8:00 AM and delivers a complete business intelligence report to the entire leadership team.

What Gets Pulled Automatically

What AI Does With the Data

All data is sent to GPT-4o with a structured prompt that:

  1. Identifies the biggest wins and concerns of the week
  2. Compares current week vs previous week (% change)
  3. Writes an executive-level summary in plain English — no jargon

How It's Delivered

The final report is:

Results

⏱️ Time saved: 4 hours every Monday — that's 16+ hours/month
📊 Consistency: Reports are always ready by 8AM, without fail
🤖 AI summaries: Leadership team rated the AI summaries as "better than what we wrote manually"
📉 Human error: Eliminated — no more copy-paste mistakes in KPI slides

Tools Used