Automate Financial Reporting and Forecasting
Build an automated system that generates weekly financial summaries and rolling forecasts from your accounting data, without touching a spreadsheet each time.
Download workflow config (JSON)How the data moves
This is a handoff plan, not an automatic integration. Review outputs before the next step. Unlabeled arrows show order, not a verified data format. Use the capability links to explore tool substitutions.
Step 1
Define Your Reporting Framework
Use Claude to design the exact metrics and format you want: which line items to include, how to segment revenue, and what the executive summary should answer every week.
Step 2
Connect Your Data Sources
Set up a Make or Zapier workflow to pull data from your accounting software (QuickBooks, Xero, or similar), payment processor, and CRM into an Airtable AI database on a weekly schedule.
Step 3
Build Automated Calculations
In Airtable AI, create formula columns for your key ratios: gross margin, burn rate, MRR growth, customer acquisition cost, and payback period. These update automatically as new data arrives.
Step 4
Generate the Narrative Report
Send the calculated metrics to Claude via API with a prompt to write the weekly narrative: what changed this week, what it means, any variances to flag, and the 90-day outlook based on trends.
Step 5
Deliver to Decision-Makers
Route the finished report to Slack or email every Monday at 7 AM. Include a 3-bullet executive summary at the top for busy founders or board members.
Time Required
1–2 days setup
Expected Result
A weekly automated P&L summary, cash flow snapshot, and 90-day rolling forecast delivered to decision-makers every Monday morning.
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