Geopolitical events, not messages
OSFeed monitors dozens of multilingual Telegram channels, automatically translates, deduplicates, and surfaces structured events — not raw messages. Intelligence in real time, without the noise.
Raw Feed — 247 messages
Взрыв зафиксирован в районе...
تقارير عن هجوم بطائرة مسيّرة...
Повідомляється про атаку дронів...
Ukrainian military confirms...
گزارشها حاکی از حمله پهپادی...
Detected Events — 12 events
Drone Strike on Kherson Energy Infrastructure
CONFIRMEDDiplomatic Statement — Ceasefire Proposal Rejected
DEVELOPINGTroop Movement Near Zaporizhzhia
UNVERIFIEDLeft: the raw feed. Right: structured events extracted automatically.
The Problem
Analysts are drowning in noise
Open-source intelligence is valuable — but only if you can extract signal from chaos. Today, that requires manual, repetitive, exhausting work.
Information Overload
Dozens of Telegram channels generate hundreds of messages per hour. Analysts spend more time filtering noise than extracting signal.
Language Barrier
Critical intelligence arrives in Russian, Arabic, Farsi, and Hebrew. Most analysts can't monitor multilingual sources in real time.
Redundancy Without Value
The same event gets reported 20 times by 20 different channels. Without deduplication, analysts read the same fact repeatedly without realizing it.
No Synthesis
Raw messages lack context. There's no automatic aggregation that connects reports from different sources about the same incident.
How It Works
From raw messages to structured intelligence
Collect
OSFeed monitors dozens of Telegram channels in real time using the User Account API — not bots. Every message is captured the moment it's published.
Translate
Messages in Russian, Arabic, Farsi, Hebrew, and more are automatically translated to a canonical English using AI with a built-in geopolitical glossary.
Detect Events
AI classifies each message: is it reporting a new event — an explosion, diplomatic statement, troop movement — or just commentary? Only events proceed.
Intelligence
Events from multiple sources are deduplicated and merged. One event, many sources, one card. Each card shows source count, summary, and full provenance.
Coming Soon
Join the Beta
OSFeed is in private beta. We're onboarding geopolitical analysts, journalists, and researchers. Leave your email and we'll reach out when a spot opens.
No spam. No newsletter. Just a personal message when we're ready.