Lesson 3 of 3•AI for Data Analysis0 of 3 complete (0%)
Automated Reporting
10 min
What you will learn
- Build reusable prompt templates for recurring reports
- Create executive summaries from raw data automatically
- Set up a repeatable workflow for weekly and monthly reporting
- Know the limits of AI-generated reports and where human judgment is essential
# Automated Reporting
If you create the same report every week or month — updating numbers, writing the same type of analysis, formatting the same way — you are the perfect candidate for AI-powered reporting automation.
The Reusable Prompt Template
The key insight: create a TEMPLATE that works with any period's data. Here is one for a weekly sales report:
You are a senior business analyst creating a weekly sales report.
DATA: [paste this week's data or upload file]
REPORT STRUCTURE:
1. **Executive Summary** (3 sentences): What happened this week?
Was it good or bad compared to last week and the target?
What is the one thing leadership should know?
2. **Key Metrics Table:**
| Metric | This Week | Last Week | % Change | Target | Status |
- Total Revenue
- Number of Deals Closed
- Average Deal Size
- Pipeline Value
- Win Rate
3. **What Went Well** (2-3 bullet points with specific numbers)Unlock this lesson
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What you'll learn:
- Build reusable prompt templates for recurring reports
- Create executive summaries from raw data automatically
- Set up a repeatable workflow for weekly and monthly reporting