Threat intelligence correlation is the slowest step in every SOC investigation. CPU-based graph databases take 30-60 seconds for the queries Grafex runs in under 3. A RAPIDS cuGraph-powered knowledge graph of 500M+ entity-relationship pairs, continuously enriched from every investigation across the Triago ecosystem, fast enough to enrich live cases as they run.
Most organizations subscribe to multiple threat intelligence feeds and still spend 30-60 minutes manually correlating across them during investigations. That's not a data problem. It's a query-speed problem. CPU-based graph databases cannot traverse billion-edge graphs at the latency live investigation requires. Grafex solves it with GPU-native graph analytics.
Given a set of observed TTPs and IOCs, Grafex traverses the entity graph to return the matching threat actor profile with confidence score, known campaigns, and typical next-move patterns. What takes an analyst 45 minutes takes Grafex under 3 seconds.
Diamond model · MITRE ATT&CK · live graph
Given the attacker's current position in the kill chain, Grafex returns the three most likely next moves with probability scores — before they happen.
For every asset in your environment: a live risk score based on which threat actors target similar assets, known CVEs, and current exposure.
Unstructured threat reports, PDF advisories, and ISAC bulletins are automatically parsed into structured graph entities. The graph grows from raw intelligence without human tagging.
Visual graph exploration for threat intel teams. Weekly threat landscape summary. Board-ready risk reporting with numbers your legal team can sign off on.
| Query type | CPU graph DB (Neo4j) | Grafex (RAPIDS cuGraph) |
|---|---|---|
| BFS actor attribution (500M edges) | 45–90 seconds | Under 3 seconds |
| Attack-path prediction (billion-edge) | Minutes to timeout | Under 5 seconds |
| Daily IOC ingestion (10M+ records) | 3–6 hours (CPU ETL) | Under 12 minutes (RAPIDS cuDF) |
| Entity deduplication (100M IPs/domains) | Hours batch job | Real-time via TensorRT |
The sub-3-second requirement is not a preference. Triago investigations resolve in under 30 seconds. If attribution takes 60 seconds, it never makes it into the live case.
Connect Grafex to your Triago account and every active investigation gets actor attribution, attack-path context, and asset risk scores in real time. No migration, no data exports.