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AI-powered executive tech news pipeline with automated curation
An AI-powered news intelligence platform that automates the ingestion, enrichment, deduplication, and delivery of executive-level technology news using LangGraph, FastAPI, and Supabase.
Executives and decision-makers are drowning in tech news from hundreds of sources. The client needed a system that could automatically collect, deduplicate, enrich, and personalize news feeds — delivering only the most relevant and actionable intelligence to each user.
We built an end-to-end AI pipeline using LangGraph for orchestration, with agents handling source ingestion, content enrichment, semantic deduplication, relevance scoring, and personalized delivery. The system processes thousands of articles daily, using NLP to extract key themes, sentiment, and actionable insights.
Processes 2,000+ articles daily from 150+ sources
95% deduplication accuracy across sources
Personalized feeds with 89% relevance scores from users
Reduced executive news review time from 2 hours to 15 minutes daily
What we built to make this project a success.
Multi-source automated news ingestion
AI-powered content enrichment and summarization
Semantic deduplication across sources
Personalized relevance scoring per user
Executive dashboard with trend analysis
Automated daily digest delivery
“DarkSec cut my daily news review from two hours to fifteen minutes. The AI curation is remarkably accurate — it surfaces exactly what I need to know.”
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