Local LLM helpdesk agent for VFX infrastructure with n8n, FastAPI, safe tool calling, and reproducible evaluation
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Updated
Jul 26, 2026 - Python
Local LLM helpdesk agent for VFX infrastructure with n8n, FastAPI, safe tool calling, and reproducible evaluation
Production-ready RAG-grounded IT support agent: confidence-based escalation, 15-pattern injection detection, PII guardrails, Prometheus + Grafana observability. Azure OpenAI + AI Search.
OpsAI (Operational AI) is an intelligent IT support automation platform that uses AI to automatically categorize tickets, suggest solutions, and route requests to the right teams. Built with advanced NLP and machine learning technologies, it integrates with Jira, Slack, and Freshdesk to streamline operational workflows and improve response times.
Customer operations automation for reservation-driven businesses: AI-assisted ticket triage, availability sync, support quality checks, and staff rostering. Single-tenant, self-hosted, .NET 10.
AI-powered ticket triage system built in n8n - Gemini classification, explicit category-to-team routing rules, and a fallback-model pattern for reliability.
GitHub Action for SLA policy triage from GitHub Issues with optional Zendesk CSV fallback, escalation routing, and recurring support queue handoff workflows
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