Security Operations Automation Platform
An enterprise-grade security operations platform that automates and orchestrates security workflows across 34+ integrated tools, featuring LLM-powered intelligence, self-healing bot architecture, and 35 n8n automation workflows.
Key Highlights
| Metric | Value |
|---|---|
| Security Tool Integrations | 34+ |
| LLM Investigation Tools | 25 |
| Production Chat Bots | 10 |
| n8n Automation Workflows | 35 |
What This Platform Does
This platform addresses three critical challenges in modern security operations:
1. Integration Complexity
Security teams juggle dozens of disconnected tools. This platform unifies 34+ security tools into cohesive, automated workflows - from EDR and SIEM to threat intelligence and ticketing systems.
2. Response Time
Manual investigation and response is slow. By automating routine tasks and leveraging AI for triage, this platform significantly reduces Mean Time to Respond (MTTR).
3. Analyst Workload
SOC analysts face alert fatigue and repetitive queries. LLM-powered assistants handle routine investigations, freeing analysts for complex threats.
Core Capabilities
LLM-Powered Security Assistant
An AI investigation engine using Retrieval-Augmented Generation (RAG) that can:
- Query endpoint status across EDR platforms
- Search SIEM logs and investigate alerts
- Enrich indicators with threat intelligence
- Check credential breaches
- Create and update tickets automatically
Learn more about the LLM Assistant →
Self-Healing Bot Architecture
Production-grade chat bots with enterprise reliability features:
- WebSocket keep-alive and auto-reconnect
- Connection pooling and circuit breakers
- Exponential backoff with jitter
- Health monitoring and graceful degradation
Learn more about Bot Architecture →
Real-Time SOC Dashboard
Interactive web dashboard providing:
- Ticket aging and SLA tracking
- MTTR/MTTC trending analysis
- Alert volume analytics
- Team performance metrics
Learn more about the Dashboard →
n8n Workflow Automation
35 ready-to-import automation workflows covering the full SOC lifecycle:
- Alert routing and deduplication
- Incident escalation and war room creation
- Threat intel IOC sync and dark web monitoring
- Scheduled threat hunting and detection testing
- Ticket enrichment, SLA tracking, and shift handoff reports
- Asset inventory sync and user offboarding checks
Domain Threat Monitoring
Multi-source domain monitoring with automated correlation across Certificate Transparency, WHOIS, dark web, abuse feeds, and lookalike detection with Webex alerting.
34+ Security Integrations
Unified API clients for the security ecosystem:
| Category | Tools |
|---|---|
| EDR/XDR | CrowdStrike Falcon (+ RTR), Tanium, Vectra |
| SIEM | IBM QRadar |
| SOAR | Cortex XSOAR |
| Case Management | DFIR-IRIS, TheHive |
| Threat Intel | Recorded Future, VirusTotal, URLScan, AbuseIPDB, Abuse.ch, IntelX, Shodan |
| Domain Security | Certificate Transparency, WHOIS, Domain Lookalike Detection |
| Email Security | Abnormal Security, Zscaler |
| ITSM | ServiceNow |
Technical Stack
- Backend: Python 3.8+, Flask
- AI/ML: LangChain, Ollama, ChromaDB
- Communication: Webex Teams SDK
- Data Processing: Pandas, NumPy
- Quality: Black, flake8, mypy, bandit
- CI/CD: GitHub Actions
- Deployment: Docker, Systemd
Architecture Overview
┌─────────────────────────────────────────────────────────────┐
│ User Interface Layer │
│ ┌──────────────────┐ ┌──────────────────┐ │
│ │ Web Dashboard │ │ Chat Bots │ │
│ │ (Flask) │ │ (Webex) │ │
│ └────────┬─────────┘ └────────┬─────────┘ │
└──────────────┼─────────────────────────┼───────────────────┘
│ │
┌──────────────▼─────────────────────────▼───────────────────┐
│ AI/ML Layer │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────────┐ │
│ │ LangChain │ │ RAG Engine │ │ 25 Security │ │
│ │ Orchestrator│ │ (ChromaDB) │ │ Tools │ │
│ └─────────────┘ └─────────────┘ └─────────────────┘ │
└────────────────────────────┬───────────────────────────────┘
│
┌────────────────────────────▼───────────────────────────────┐
│ Integration Layer │
│ EDR/XDR │ SIEM/SOAR │ Threat Intel │ ITSM │
│ ──────────────────────────────────────────────── │
│ 34+ Security Tool APIs with Unified Interface │
└────────────────────────────────────────────────────────────┘
Getting Started
# Clone the repository
git clone https://github.com/vinayvobbili/security-ops-platform.git
cd security-ops-platform
# Create virtual environment
python3 -m venv .venv
source .venv/bin/activate
# Install dependencies
pip install -r requirements.txt
# Configure environment
cp data/samples/.env.sample .env
# Edit .env with your API credentials
# Start web dashboard
python web/web_server.py
Project Links
Built with Python, Flask, LangChain, and enterprise-grade reliability patterns. Designed for production SOC environments.