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Security Vulnerabilities
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How It Works
01 Ingest
4000+ Sources
RSS feeds, security blogs, vendor advisories, government alerts.
02 Cluster
Semantic Grouping
Articles about the same threat grouped by semantic similarity.
03 Enrich
Entity Extraction
Threat actors, malware, CVEs, and TTPs extracted automatically.
04 Deliver
Feed + Digest
Real-time web feed, daily email digest, RSS export.
What Gets Extracted
Our fine-tuned models extract 17 distinct entity types:
APT Groups
Ransomware Groups
Malware
Tools
Vulnerabilities
MITRE ATT&CK
Campaigns
Attack Types
Industries
Companies
Platforms
Countries
IPv4/IPv6
Domains
File Hashes
Crypto Wallets
How We Compare
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|---|---|---|---|
| Annual Cost | $0 | $60,000+ | $19,200+ |
| Sources | 4,000+ | 1,000,000+ | 10,000+ |
| Clustering | Core feature | Limited | Limited |
| Sales Process | None | Demo required | Trial available |
| Time to Start | Instant | Weeks | Days |