AI Security Monitoring in SOC (Managed AI SOC)
AI Gateway Telemetry, SentientNX AI-Aware Triage & Automated Incident Containment
Extend 24x7 SOC coverage to artificial intelligence systems. Detect prompt injection, data leakage, rogue agent tool calls, abnormal token consumption, and unsanctioned shadow AI in real time via SentientNX and Peregrine MDR.
Standardized 5-Phase Technical Methodology
We onboard telemetry from all AI touchpoints: enterprise AI gateways, LLM application middleware, autonomous agent runtimes, proxy logs, and CASB sensors into your central SIEM.
- Deploying syslog and API connectors for LiteLLM, Portkey, Kong, and cloud AI gateways
- Ingesting agent tool execution traces, prompt inputs, and model response tokens
- Integrating CASB and endpoint telemetry to track shadow GenAI application usage
- Configuring secure, encrypted transit and immutable log archival for compliance
Our SentientNX engine enriches and correlates raw AI telemetry with threat intelligence feeds, scoring anomalies and filtering false positives before routing to human SOC analysts.
- Applying behavioral baselining to user prompt frequencies and token consumption
- Enriching alerts with user context, endpoint posture, and department authorizations
- Correlating anomalous AI API key usage with geographic and IP threat intelligence
- Establishing high-fidelity triage queues for Tier 2 and Tier 3 security analysts
We activate targeted detection rules specifically engineered for generative AI threat scenarios, covering prompt injections, data loss, and autonomous agent abuse.
- Rule 1: Real-time detection of prompt injection, jailbreak syntax, and roleplay bypasses
- Rule 2: Detection of sensitive data (API keys, source code, PAN/Aadhaar/PII) in prompts or outputs
- Rule 3: Alerting on unusual agent tool calls, privilege escalation, or destructive command attempts
- Rule 4: Detection of new or unsanctioned AI applications accessed across endpoints
- Rule 5: Alerting on abnormal token velocity or API consumption spikes (Denial of Wallet)
- Rule 6: Anomaly alerting for AI API keys used from new, foreign, or unauthorized IP addresses
We codify automated and analyst-assisted incident response playbooks to immediately contain active AI attacks within our contractual sub-15 minute SLA.
- Playbook 1: Automated revocation and rotation of compromised LLM API keys
- Playbook 2: Immediate network blackholing of malicious shadow AI domains via DNS/proxy
- Playbook 3: Live isolation and thread containment of runaway or abused autonomous agents
- Playbook 4: Automated CERT-In Annexure-1 incident generation for reportable breaches
Our certified SOC operations desk monitors your AI infrastructure 24/7/365, delivering monthly threat landscape dossiers and executive KPI reporting for corporate boards.
- 24/7/365 proactive monitoring with sub-15 minute active threat containment
- Continuous threat hunting across prompt archives for stealthy reconnaissance campaigns
- Monthly reporting on AI consumption trends, blocked prompt injections, and shadow AI posture
- Executive CISO and board-level reporting on Mean Time to Triage (MTTT) and resolved incidents
Technical Scope & Deep Architectural Analysis
Standard Operational Verification Checklist
- Connect all enterprise AI gateways and application log pipelines to central SIEM
- Activate SentientNX AI-aware correlation rules to filter false positives and score risk
- Enable real-time detection for prompt injections, jailbreaks, and system prompt leakage
- Deploy DLP detection rules to identify sensitive credentials or customer PII in prompts
- Establish anomaly alerting for token consumption spikes and rogue agent tool invocations
- Operationalize sub-15 minute automated containment playbooks for compromised API keys
- Deliver monthly executive reporting covering AI threat metrics and board-level MTTT
Key Deliverables Included
- 24x7 AI SOC Monitoring Coverage with Sub-15 Minute Active Containment SLA
- Real-Time AI Threat Alerting & SentientNX Triaged Incident Reports
- Monthly AI Security Telemetry, Shadow AI Usage, & Consumption Trends Dossier
- Automated Incident Containment Playbooks Tailored to Enterprise AI Gateways
- Board-Level AI Security KPI & MTTT (Mean Time to Triage) Reports
Regulatory Alignment
Schedule Scoping Consultation
Directly configure this service scope and receive our agreed Rules of Engagement with Quick Response SLA.
Request Scoping Consultation