RSS Aggregation
Pulls from hundreds of curated security and news sources, deduplicated and ranked by relevance.
CYBERWATCH PLATFORM
Threat intelligence, aggregated and analyzed.
OPCODX pulls from hundreds of security feeds, runs local AI analysis with Ollama, and surfaces what matters for Middle East cyber operations.
500+
Sources tracked
16
Watchlist topics
24/7
Continuous ingestion
FEATURES
What CyberWatch does
Six pillars of an analyst-grade threat intelligence platform
Local AI Analysis
Sentiment, categorization, and summarization run on local AI — no data leaves your infrastructure.
Cyber Watchlist
16 pre-seeded keywords for Middle East threats, malware families, APTs, and CVEs. Fully customizable.
Multi-language
Native Arabic RTL support alongside English, with auto-translation via LibreTranslate.
Trend Analytics
Track topic frequency, source reliability, and emerging threats over time.
Smart Alerts
Get notified when watchlist keywords spike or critical CVEs are disclosed.
WORKFLOW
How it works
From ingest to alert in seconds
STEP 01
Ingest
Hundreds of RSS feeds polled continuously. Deduped at the URL and content level.
STEP 02
Analyze
Local AI runs sentiment, topic, and entity extraction locally. Watchlist keywords matched.
STEP 03
Surface
Critical articles bubble up. Translations auto-generated. Alerts sent for high-severity matches.
WATCHLIST
Cyber Watchlist
Keyword groups cover the threat landscape from APTs to CVEs. Add your own — match against article titles, body text, and entities extracted by the AI layer.
APTCVEransomwaredata breachzero-dayphishingmalwareDDoSOT/ICSsupply chainHezbollah cyberGCC cyberbanking trojan
TECH STACK
Built on a focused stack
FastAPI, Ollama, SQLAlchemy, and the Python ecosystem
FastAPISQLAlchemySQLOllama AIfeedparserTranslator