Snode AI - Operational Intelligence
Purpose-Built
AI Models
for Security
Trained exclusively on security-domain data and deployed at the edge of threat detection, vulnerability research, and cyber defence operations.
MODEL 01 - ANOMALY DETECTION
HeatSeeker
A lightweight, private anomaly detection model engineered for high-stakes environments. Heatseeker operates on-premise with zero data egress. It is purpose-built for cybersecurity, financial fraud detection, and defence-grade threat identification.
Request AccessANOMALY DETECTION
Identifies statistical deviations across network traffic, user behaviour, and system telemetry in real time.
Private by Design
Runs entirely on-premise with no external data egress. Trained and inferenced within your air-gapped environment.
Lightweight Deployment
Optimised for constrained hardware — deploys at the edge on endpoints, network appliances, or embedded devices.
Fraud Detection
Purpose-tuned for financial anomalies: account takeover, payment fraud, synthetic identity, and insider threats.
Defence Application
Cleared for classified environments. Supports ISR data analysis, signal anomaly detection, and threat signature generation.
Continuous Learning
Adapts to your environment's baseline over time — fine-tuned on your own data with no shared model weights.
MODEL 02 - Offensive Security
FireStarter
An advanced offensive security and vulnerability research model trained to think like an attacker. Firestarter accelerates penetration testing, red team operations, reverse engineering, and cyber defence by automating the most intelligence-intensive stages of offensive security work.
Request AccessPenetration Testing
Accelerates every phase — recon, enumeration, exploitation, privilege escalation, and reporting.
Red Team Operations
Simulates advanced persistent threat behaviour — lateral movement, persistence, exfiltration, and C2.
Reverse Engineering
Decompiles, deobfuscates, and analyses malware — producing behavioural reports, IOCs, and YARA rules automatically.
Vulnerability Research
Identifies zero-days, chained exploits, and attack paths across complex software and infrastructure at machine speed.
Cyber Defence
Uses offensive knowledge to harden defences, validate controls, and expose detection gaps before adversaries do.
Automated Reporting
Generates executive-ready and technical findings reports, risk-scored and prioritised from operative data.
Side-by-Side
Choose Your Capability
Heatseeker
Firestarter
Ready to Evaluate?
Both models are available to qualified security teams and government operators under controlled evaluation programmes.