SOC Automation
AI-Driven Security Operations Centre
We provide end-to-end Security Operations Centre (SOC) services powered by AI agents, custom detection engineering, and automated security operations.
Human SOC expertise
AI-driven automation
Client-specific security customization
Continuous threat monitoring & response
Architecture Overview
Data Sources
SIEM Alerts
EDR / XDR
Email Security
Cloud Security
Threat Intelligence
AI Engine
Alert Correlation & Deduplication
Severity Classification
IOC Enrichment & Reputation
MITRE ATT&CK Mapping
Risk Scoring & Impact Assessment
Noise Reduction
Root Cause Analysis
Operations
L1 AI Agents
- Phishing Triage
- IOC Extraction
- Ticket Creation
- Sandbox Checks
SOC Analysts
- Complex Investigation
- Threat Hunting
- Detection Tuning
- Incident Response
Automated Response
- Containment Actions
- Playbook Execution
- Remediation Steps
Custom Detection Rules
KQL / SPL / YARA-L
Pen Testing Agents
Continuous Validation
01
AI-Driven Case Handling & Incident Management
What We Do
- Automate alert ingestion from SIEM, EDR, XDR, Email Security, Cloud Security
- Correlate alerts into actionable incidents
- Automatically classify severity levels
- Enrich alerts with threat intelligence
- Generate structured case summaries
- Trigger automated response playbooks
AI Capabilities
- Alert deduplication & noise reduction
- Automated root cause correlation
- IOC enrichment (IP, URL, hash reputation checks)
- MITRE ATT&CK mapping
- Impact assessment & risk scoring
- Suggested remediation steps
Result: Reduced analyst fatigue and faster Mean Time To Respond (MTTR).
02
Custom Detection Rule Engineering
Our Approach
- Design detection rules tailored to business operations
- Implement custom SIEM queries (KQL, SPL, XQL, Chronicle YARA-L, etc.)
- Build behavioral-based anomaly detections
- Create identity-based risk detections (VIP users, admins, finance teams)
- Develop cloud-native security rules
- Continuously tune detections to reduce false positives
AI Assists By
- Recommending rule improvements
- Simulating detection gaps
- Identifying blind spots in telemetry
- Correlating cross-platform logs
Result: Highly relevant, low-noise detections aligned with business risk.
03
Automated Threat Hunting
Proactive Hunting Based On
- Client industry threat landscape
- Attack patterns relevant to their infrastructure
- Known adversary TTPs targeting similar companies
- Historical incidents within the environment
AI Threat Hunting Includes
- Behavioral anomaly detection
- Lateral movement tracking
- Privilege escalation monitoring
- Suspicious PowerShell / LOLBin detection
- Abnormal authentication patterns
- Rare process execution detection
- Cloud misconfiguration scanning
AI Generates
- Hypothesis-based hunting queries
- Historical pattern comparisons
- Risk scoring dashboards
- Executive hunt reports
Result: Proactive detection of threats before they escalate.
04
AI Agents for L1 SOC Tasks
Automated L1 Functions
- Phishing email triage
- IOC extraction & enrichment
- URL redirection tree analysis
- Attachment sandbox checks
- Endpoint telemetry review
- User activity timeline reconstruction
- Ticket creation and documentation
- Case status updates
AI Agents
- Perform first-pass investigations
- Draft professional incident reports
- Recommend containment actions
- Escalate only confirmed suspicious cases
Result: Human analysts focus on complex threats while AI handles volume.
05
Full SOC Security Management
Coverage Includes
- Endpoint security monitoring
- Email security monitoring
- Identity & access monitoring
- Cloud security posture monitoring
- Network security event analysis
- Insider threat detection
- DLP monitoring
- Privileged account monitoring
We Integrate With
- SIEM platforms
- EDR/XDR tools
- Email security platforms
- Cloud security tools
- Identity systems
- SOAR platforms
- Threat intelligence feeds
Result: Centralized visibility across the entire attack surface.
06
Automated Penetration Testing Agents
Our Agents
- Scan for vulnerabilities
- Simulate attack paths
- Identify exposed services
- Perform web application security testing
- Validate firewall and network configurations
- Test authentication mechanisms
- Identify weak encryption configurations
AI Enables
- Continuous validation
- Adaptive scanning based on new CVEs
- Attack simulation scenarios
- Risk scoring of findings
Result: Ongoing exposure assessment rather than annual-only testing.
07
Automated Hardening & Security Posture
Hardening Solutions For
- Endpoints
- Servers
- Cloud workloads
- Active Directory / Entra ID
- Network devices
- Email systems
Capabilities
- Configuration drift detection
- Baseline policy validation
- CIS benchmark compliance checks
- Patch gap identification
- Secure configuration recommendations
- Risk-prioritized remediation plans
AI Adds
- Hardening prioritization based on exploit likelihood
- Continuous posture scoring
- Business-impact-based remediation sequencing
Result: Reduced attack surface and improved security maturity.
08
Executive Reporting & Security Analytics
We Provide
- Incident trend reports
- Detection performance metrics
- Threat landscape summaries
- SLA performance dashboards
- Vulnerability exposure reports
- Compliance posture summaries
AI Auto-Generates
- Executive-level summaries
- Risk narratives
- Remediation prioritization guidance
Value Proposition
Reduced false positives
Faster detection and containment
24/7 coverage without large internal teams
Customized security tailored to business risk
Proactive threat hunting
Continuous validation through pen testing
Improved compliance and audit readiness
Lower operational overhead
Ready to Get Started?
Let's discuss how Technokain can help secure and optimize your operations.
