Project Showcase
Strategic AI implementations and technical solutions that demonstrate our approach to cutting through AI chaos and delivering real business value
AI News Processing System "Linkfeed"
Industry:
AI Consulting & Education
Project Type:
Technical Implementation
Timeline:
3 weeks
Feedback:
"This system has transformed how we stay ahead of AI trends and deliver value to our audience."
Challenge:
Processing 250+ AI articles daily from premium sources (MIT Technology Review, TechCrunch, Wired) was consuming hours of manual research time. The volume of AI news made it impossible to identify strategic trends and business-relevant insights efficiently, limiting our ability to provide timely intelligence to clients and maintain thought leadership.
Solution:
We designed and implemented Linkfeed, a three-stage AI processing system that automatically collects, filters, and analyzes AI industry content. The system uses intelligent filtering to identify business-relevant articles, generates executive-style briefings, and delivers both daily intelligence reports and weekly strategic summaries via automated newsletter distribution.
Implementation Stack:
Claude Haiku, Redis (Upstash), Mailchimp API, RSS feeds, Wix/Velo backend
Key Metrics:
Processes 250+ articles daily automatically • Saves 1-2 hours of daily research time • Reaches 400+ business professionals weekly • 3-minute executive briefings replace hours of manual analysis • Fully automated newsletter generation • 100% uptime since launch.
