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.
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.
Recommended Tools
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.
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.
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.
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.
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.
Tools Used In This Workflow
Related Workflows
Build an AI-Powered Data Analysis Dashboard
Connect your business data sources to an AI layer that automatically interprets trends, generates weekly narrative reports, and alerts you to anomalies, without requiring a data analyst.
View workflowBuild a Price and Competitor Monitoring System
Stay automatically updated on competitor pricing, product changes, and positioning shifts, without manual checking or paying for expensive intelligence tools.
View workflowBuild a Customer Churn Early-Warning System
Set up a system that flags at-risk accounts before they churn, giving your team time to intervene with the right response.
View workflow