What if telecom engineers could investigate a 5G, LTE, Volte, VoNR, IMS, RTP, Kubernetes incidents in minutes - not hours?
I’ve built TelcoNet AI Copilot, an enterprise-grade Agentic AI assistant for 5G, 4G LTE, IMS, VoIP and cloud-native network operations.
Unlike a conventional chatbot, it coordinates multiple specialist agents to investigate incidents using real operational evidence.Its Now Production Ready.
How it works:
→ A LangGraph Supervisor routes each investigation
→ 5G/LTE Agent diagnoses mobility, registration and session failures
→ VoIP/SIP Agent analyzes signaling, RTP and codec issues
→ RCA Agent ranks evidence-backed root-cause hypotheses
→ Reporting Agent generates summaries and dashboards
→ MCP connects agents with Grafana, Prometheus, Loki, Tempo and configuration data
→ RAG grounds answers using 3GPP specifications, runbooks and validated incidents
→ Groq provides high-speed LLM inference
Built for enterprise operations:
Explainable reasoning and evidence traces
Confidence, grounding and quality scores
Human approval before production changes
Guardrails against prompt injection and unsafe actions
OIDC/JWT authentication and role-based access
Tenant isolation, rate limiting and audit logs
AI latency, token throughput and tool-success observability
Closed-loop feedback from validated resolutions
The objective is simple:
Reduce incident-triage time
Accelerate root-cause analysis
Improve recommendation accuracy
Keep operators in control
Remain vendor-neutral through MCP
Tech stack: Python, FastAPI, LangGraph, Groq, MCP, Qdrant, React, TypeScript, Grafana, Prometheus, Loki, Tempo, OpenTelemetry, Docker and Kubernetes.
This project demonstrates how Agentic AI can evolve from a conversational assistant into a secure, explainable and governed operations copilot.
What telecom workflow should I automate next—alarm correlation, network configuration analysis, predictive assurance or automated remediation?
Complete walkthrough will be followed with a video. Next target is Agentic AI for Enterprise Finops & Healthcare Assistsnt.
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