Ticket / Alert
Requests and alerts arrive from email, chat, ITSM and observability into a single agent intake.
Intake & Classify
A triage agent extracts intent, urgency and entities, deduplicates and routes to the right skill.
Retrieve
RAG over runbooks, the CMDB and knowledge base assembles grounded context for resolution.
Reason & Plan
The orchestrator selects a resolution path and the tools/permissions required, within policy.
Act
Action agents execute via ITSM, identity and cloud APIs — resets, provisioning, restarts, config changes.
Verify & Resolve
An outcome check confirms the fix and closes the ticket; only judgment cases escalate to a human tier.
Learn
Every resolution enriches runbooks, evals and outcome data — the flywheel that raises auto-resolution over time.