How Roxi Works
Enterprise-grade intelligence, delivered in three steps
01
Real-Time Collection
Our system collects news across Southeast Asia every 45 minutes—32x faster than traditional 12-hour cycles. NewsData.io API aggregates stories from hundreds of sources across Vietnam, Thailand, Philippines, Indonesia, Singapore, Malaysia, Myanmar, Cambodia, and Laos.
02
AI-Powered Clustering
TF-IDF algorithms with adaptive similarity thresholds automatically group related articles into meaningful topic clusters. Our system extracts noun phrases appearing in 30%+ of articles, creating clear cluster titles that reflect the story, not generic keywords.
03
Executive Summaries
Claude AI generates concise summaries for each cluster, highlighting the top story, trending topics, regional sentiment, and geographic hotspots. Get the intelligence you need in seconds, not hours of reading.