System Architecture

GenAI Architecture

Core Components

  • Event Ingestion Layer: Secure endpoints for receiving alerts and events from various sources, including BigFix, ServiceNow, and Systrack. Handles data parsing, validation, and queuing for processing.
  • Agent Orchestration Engine: Manages the lifecycle of AI agents, dispatches tasks, and coordinates interactions between agents, tools, and the knowledge base.
  • AI Agents (LLM-Powered): Specialized, domain-specific agents (e.g., ITSM Agent, Remediation Agent) that leverage Large Language Models to interpret events, make decisions, and formulate actions.
  • Tool Integration Layer: A standardized framework for connecting agents to external systems via APIs. This layer includes connectors for various enterprise applications, including dedicated connectors for ServiceNow, Systrack, and a BigFix API connector.
  • BigFix API Connector: Enables GenAI agents to securely interact with BigFix, allowing for querying endpoint status, deploying fixes, executing custom actions, and retrieving compliance data.
  • ServiceNow API Connector: Enables GenAI agents to securely interact with ServiceNow for incident, problem, change management, and CMDB operations.
  • Systrack API Connector: Enables GenAI agents to securely ingest DEX data and potentially trigger actions via Systrack.
  • Knowledge Base (RAG): A centralized repository for operational policies, security guidelines, troubleshooting playbooks, and contextual data. Agents query this knowledge base to ensure policy adherence and informed decision-making.
  • Approval & Human-in-the-Loop Module: Provides a user interface for administrators to review and approve critical agent-proposed actions before execution.
  • Reporting & Analytics Module: Captures agent activities, outcomes, and performance metrics, providing dashboards and logs for auditing, analysis, and continuous improvement.
  • Security & Compliance Framework: Integrated security measures, including authentication, authorization, data encryption (in transit and at rest), and adherence to relevant compliance standards (e.g., SOC 2, ISO 27001).