Automated Tech Monitoring & Newsletter Workflow

I engineered a system that autonomously aggregates, filters, and summarizes industry news, replacing hours of manual research with a streamlined background process.

Outcome

The tool transforms raw, high-volume data streams into a structured newsletter format without human intervention. It serves as a practical demonstration of how LLMs can be chained with automation tools to handle repetitive cognitive tasks.

The Engineering

• Workflow Orchestration: Built using n8n to manage the complex sequence of article extraction, data filtering, and final distribution.
• LLM Integration: Integrated the ChatGPT API to analyze content relevance and generate concise summaries, reducing manual processing time by approximately 95%.
• Scale: The system successfully processed over 10,000 articles, demonstrating high-volume handling capabilities.

Live Link: [doxai.ch/articles/newsletter/](https://www.twine.net/signin