Fortaris’ flagship AI-native intelligence system for detecting, analysing, and tracking real-world AI misuse.
Fortaris’ flagship AI-native intelligence system for detecting, analysing, and tracking real-world AI misuse.
Fortaris’ AI-native system for detecting and tracking real-world AI misuse.
Fortaris AI Labs
GLOBAL AI MISUSE OBSERVATORY
STATUS: LIVE
FORTARIS AI LABS
STATUS: LIVE
Fortaris AI Labs
STATUS: LIVE
Arrakis monitors the open web, developer ecosystems, and adversarial networks to detect how advanced AI systems are being misused in the real world across cybercrime, surveillance, fraud, and information warfare.
Arrakis monitors the open web, developer ecosystems, and adversarial networks to detect how advanced AI systems are being misused in the real world across cybercrime, surveillance, fraud, and information warfare.
What Arrakis Delivers
Live intelligence on how AI is being used, abused, and weaponised across the global digital ecosystem.
GOVERNMENTS
AI & SAFETY TEAMS
CYBER OPERATIONS
GOVERNMENTS
CYBER OPERATIONS
Live Global Coverage
Autonomous AI Risk Detection
Intelligence Infrastructure
The Arrakis Pipeline
01
Global Signal Collection
02
Event Normalisation
Every captured post, comment, and artifact is converted into a structured, deduplicated intelligence record with source, context, and metadata preserved.
03
Machine Risk Scoring
Each event is automatically scored by Fortaris’ rule-based and entity-aware models to estimate threat level, intent, and operational relevance.
04
Semantic Intelligence Layer
All signals are embedded into a semantic vector space, allowing Arrakis to detect similarity, clustering, and emerging patterns across the entire dataset.
05
AI-Assisted Threat Judgement
Events in ambiguous risk ranges are evaluated by advanced language models that assess malicious intent, severity, and confidence using full contextual reasoning.
06
Alert Classification
Arrakis automatically separates real threats from benign research, news, and hype, ensuring only meaningful risks surface as high-priority alerts.
07
Campaign & Pattern Detection
Related signals are grouped into evolving threat clusters, allowing teams to see coordinated activity, repeated actors, and emerging campaigns.
08
Live Intelligence Platform
Every alert is delivered with full evidence, AI reasoning, and prioritisation so security teams can investigate, triage, and act immediately.
Global Signal Collection
02
Event Normalisation
Every captured post, comment, and artifact is converted into a structured, deduplicated intelligence record with source, context, and metadata preserved.
03
Machine Risk Scoring
Each event is automatically scored by Fortaris’ rule-based and entity-aware models to estimate threat level, intent, and operational relevance.
04
Semantic Intelligence Layer
All signals are embedded into a semantic vector space, allowing Arrakis to detect similarity, clustering, and emerging patterns across the entire dataset.
05
AI-Assisted Threat Judgement
Events in ambiguous risk ranges are evaluated by advanced language models that assess malicious intent, severity, and confidence using full contextual reasoning.
06
Alert Classification
Arrakis automatically separates real threats from benign research, news, and hype, ensuring only meaningful risks surface as high-priority alerts.
07
Campaign & Pattern Detection
Related signals are grouped into evolving threat clusters, allowing teams to see coordinated activity, repeated actors, and emerging campaigns.
08
Live Intelligence Platform
Every alert is delivered with full evidence, AI reasoning, and prioritisation so security teams can investigate, triage, and act immediately.
The Arrakis Pipeline
The Arrakis Pipeline
Global Signal Collection
Event Normalisation
Machine Risk Scoring
Semantic Intelligence Layer
AI-Assisted Threat Judgement
Alert Classification
Campaign & Pattern Detection
Live Intelligence Platform
Global Signal Collection
Event Normalisation
Machine Risk Scoring
Semantic Intelligence Layer
AI-Assisted Threat Judgement
Alert Classification
Campaign & Pattern Detection
Live Intelligence Platform
Turn AI Misuse Signals Intto Actionable Intelligence
Turn AI Misuse Signals Intto Actionable Intelligence
Turn AI Misuse Into Intelligence
Fortaris monitors public AI ecosystems to detect emerging misuse patterns, abuse vectors, and downstream risk before they escalate.
Fortaris tracks public AI ecosystems to identify emerging misuse and risk before it spreads.