SeverusPRO :
Sovereign AI for Cyber-Defense
On-prem RAG + local LLMs that triage, investigate, and automate, without your SOC/SOAR data ever leaving your network.
Zero-Trust Data Sovereignty
Data Stays On-Site
100% of sensitive security data remains within your infrastructure perimeter
Sovereignty-by-Design
No cloud dependencies or external data transmission without explicit approval
SOC-Ready APIs
Contract-valid JSON outputs that integrate directly with existing SIEM/SOAR platforms
SeverusPRO transforms how security operations centers handle threat investigation and response. Our containerized platform delivers context-aware investigations that cut response times while maintaining absolute control over sensitive data. Unlike cloud-based solutions that require data exfiltration, SeverusPRO processes everything locally using advanced retrieval-augmented generation (RAG) architecture.
The system reduces compute resource requirements by up to 70% compared to cloud-centric stacks while consuming 75% less energy. This efficiency comes from purpose-built hardware optimization and local processing that eliminates network latency. Security teams can pilot the platform in approximately 30 days with minimal infrastructure changes.
For organizations in finance, healthcare, aerospace, and public sectors where data residency regulations are non-negotiable, SeverusPRO provides the performance of enterprise AI without compliance compromise. The platform generates actionable intelligence with full audit trails and immutable logging for regulatory requirements.
How SeverusPRO Works
Collect
Ingest OSINT feeds, public cyber intelligence reports, private client documents, and security telemetry from multiple sources
Transform
Normalize all data into structured, timestamped JSON with complete provenance tracking and metadata filtering
Retrieve
Vector search via Qdrant with security-tuned embeddings like SecBERT to ground LLM responses in relevant context
Reason & Act
Local-first LLMs generate responses with citations and contract-valid JSON ready for SIEM/SOAR integration
For Internal Sensitive Data, the four-phase architecture ensures that sensitive security data never leaves your network while providing the analytical power of large language models. Each phase operates independently with clear data lineage and audit capabilities.

Optional delta enrichment via Mistral AI model for non-sensitive prompts is disabled by default and requires explicit approval with full audit logging when enabled.
Human-in-the-loop approvals can be configured through Slack or Microsoft Teams integration, allowing security analysts to review and approve automated responses before execution. This approach balances automation efficiency with human oversight requirements common in regulated environments.
Local-First Architecture
SeverusPRO's containerized architecture operates entirely within your infrastructure boundary. The system orchestrates multiple specialized components through a central operator that enforces security policies and routes queries based on data sensitivity classifications.
OSINT Collection
Automated ingestion of open-source intelligence feeds into RAG-enabled vector database for threat context
Document Processing
Public cybersecurity reports processed through Smart Bucket system before RAG integration
Telemetry Integration
EDR and security applications connect via GET/POST APIs with comprehensive event logging
Private Data Handling
Client-specific documents processed through isolated Smart Bucket with enhanced access controls
Dark Web Intelligence
Curated threat intelligence datasets with MAVGate access controls for sensitive investigations
Everything runs on-site with role-based access controls and immutable audit trails. The Qdrant vector database stores processed intelligence with structured outputs ready for immediate SIEM integration. External API calls are opt-in only and limited to non-sensitive data with complete auditability.
The operator component enforces data classification policies and ensures that sensitive information never crosses network boundaries without explicit authorization. This architecture meets the most stringent data residency requirements while maintaining operational efficiency.
Proven Performance Metrics
<2s
Median Response Latency
Average query response time for threat intelligence lookups
99%
JSON Validity Rate
Structured outputs validated for direct SIEM/SOAR automation
80%
Retrieval Relevance
Accuracy rate on curated security intelligence datasets
25
Hours Saved Weekly
Average time reduction per security analyst through automation
These key performance indicators demonstrate SeverusPRO's impact on security operations efficiency. The sub-two-second response latency enables real-time threat investigation workflows that previously required manual research and correlation.
The 99% JSON validity rate ensures seamless integration with existing security orchestration platforms, eliminating the parsing errors common with natural language AI outputs. This reliability is critical for automated response workflows in production environments.
Retrieval relevance scores are measured against curated security intelligence datasets that reflect real-world threat scenarios. The 80% threshold ensures analysts receive contextually appropriate intelligence without information overload.

KPIs are calibrated during the proof-of-concept phase to match your specific environment and threat landscape.
Industry-Specific Solutions
Aerospace & Defense
On-premises AI architecture designed for national security data handling requirements. Supports ITAR and classified information processing with air-gapped deployment options. Enables faster threat correlation while maintaining security clearance boundaries and operational security protocols.
Financial Services
Regulatory-grade controls and comprehensive auditability for PCI DSS, SOX, and Basel III compliance. Accelerates fraud detection and risk assessment while maintaining data residency requirements. Provides immutable audit trails for regulatory examination and compliance reporting.
Healthcare
Protected health information stays on-site with HIPAA-compliant processing workflows. Enables medical device security monitoring and patient data protection while supporting clinical research initiatives. Faster anomaly detection in medical IoT environments without compromising privacy.
Public Sector
Digital sovereignty policies implemented by design for government and municipal operations. Supports FedRAMP requirements and critical infrastructure protection mandates. Enhanced threat intelligence correlation for public safety and national security applications without external dependencies.
Research & Higher Education
Protect intellectual property while accelerating cybersecurity research and experimentation. Supports academic collaboration with industry partners while maintaining research data integrity. Enables faster publication of threat intelligence research with proper data attribution and provenance.
They trust our Technologies and Services…
Our Brands:
Integration Timeline & Roadmap
1
Day 0: Foundation
OSINT repositories and threat intelligence feeds including malicious IP lists, ransomware monitoring systems, and CVE/ATT&CK framework integration
2
Day 60: Telemetry
Direct connectors for Elastic, Splunk, QRadar platforms plus Sysmon/Wazuh integration and EDR/XDR API connections with Zeek network monitoring
3
Day 90: Orchestration
SOAR platform integration including Tracecat, YARA rule automation, Ansible playbooks, plus Slack approval workflows and ticketing system connectors
The integration roadmap ensures minimal disruption to existing security operations while progressively expanding SeverusPRO's capabilities. Each phase builds upon previous foundations with comprehensive testing and validation procedures.
Pilot Package Includes
Complete hardware setup, initial threat intelligence feeds, basic SIEM integration, and 30-day technical support
Training & Documentation
Administrator training sessions, operational procedures, and integration documentation for your security team
Performance Validation
Customized KPI measurement against your existing workflows with recommendations for optimization
Sustainable High Performance
Energy-Efficient Design
SeverusPRO delivers enterprise-grade AI performance while consuming up to 75% less energy than comparable cloud-based solutions. The platform's maximum power draw of 135 watts enables deployment in standard office environments without additional cooling infrastructure.
Hybrid cooling technology eliminates the need for specialized HVAC systems common with traditional AI hardware. This approach reduces total cost of ownership while supporting organizations' environmental sustainability goals and renewable energy initiatives.
The energy efficiency stems from purpose-built Ryzen AI processors* optimized for inference workloads rather than training. Local processing eliminates network transmission energy costs while reducing latency and improving response times for time-critical security operations.
75%
Energy Reduction
Lower power consumption vs equivalent cloud inference workloads
135W
Maximum Draw
Peak power consumption under full operational load
0%
Additional Cooling
No specialized HVAC requirements for deployment
* AMD Ryzen™ AI 9 HX 370 12 Cores / 24 Threads 80 TOPS Max. frequency 5.1 GHz 128GB RAM 2TB NVME SSD (Up to 12TB) 2x RJ45 2.5G LAN 1x USB4 + 1x OCuLink
Organizations pursuing ESG initiatives benefit from reduced scope 2 emissions through lower electricity consumption. The platform's design supports carbon-neutral data center operations and renewable energy integration.
Ready for renewable-powered deployments with grid-tie solar and battery backup systems. The low power profile enables off-grid operation for critical infrastructure protection and disaster recovery scenarios.
Deployment & Next Steps
Technical Stack
Container Platform: Docker-Compose orchestration
Processing: CPU-only viable, GPU optional acceleration
Database: Qdrant vector storage with Ollama LLM runtime
Interface: Optional Streamlit/Next.js management console
Air-Gapped Support
Comprehensive offline model import procedures with cryptographic integrity verification.
Complete documentation for isolated network deployment including manual update processes and security validation protocols for classified environments.
Sizing Guidelines
Pilot: 8-16 vCPU / 32-64 GB RAM / 500 GB SSD

Production: 16-32 vCPU / 64-128 GB RAM / 2 TB SSD

Enterprise: Multi-GPU configurations with clustered storage
Days 1-30: Foundation
Hardware deployment, base configuration, initial threat feed integration, and core functionality validation.
Days 31-60: Integration
SIEM/SOAR connections, custom data source configuration, workflow automation setup, and team training.
Days 61-90: Optimization
Performance tuning, dashboard customization, optional LoRA/QLoRA fine-tuning, and advanced automation deployment.
Our two-day Architecture Workshop provides comprehensive scoping and deployment planning tailored to your infrastructure. This engagement includes threat modeling, integration planning, and success metrics definition.
Book a 30-Day Pilot
Experience SeverusPRO in your environment with full technical support and performance validation.
Get a Quote
Receive detailed pricing for purchase or rental options customized to your requirements.