AI-Powered Executive Summary Bot
Rob Drlich
AI-Powered Executive Summary Bot
Automate your analysis. Deliver insights that speak business, not code.
What It Does:
This system takes raw CSV or Excel files (like agent KPIs or revenue data), runs a Python workflow to summarize it, and sends a natural language executive summary via email—automatically.
Built for leaders who don’t have time to dig through spreadsheets—and prefer a quick, clear summary over interpreting yet another chart or table.
Can be configured for hourly, daily, weekly, or on-demand delivery.
Tools Used:
• Python
• OpenAI API (GPT-based text generation)
• Pandas for data handling
• Gmail API for auto-send
Results:
• Reads raw data files
• Analyzes patterns and ranks key metrics
• Generates a summary with custom logic + GPT
• Emails the output in a clean, readable format
Use Cases:
• Call center agent performance summaries
• Field tech productivity reporting
• Daily business metric updates
• Custom client reports without the manual work
Why It Matters:
This isn’t just automation—it’s insight delivery at the speed of business. Save time, reduce manual reporting, and make smarter decisions without ever opening a spreadsheet.
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Posted Jul 8, 2025
Automated executive summaries from raw data using Python and GPT.
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