November 2025

Relay CRM — AI-Native Support System

An MVP AI-native CRM and agentic support system with a multi-LLM agent loop, knowledge-base search, automated ticketing, SLA breach detection, and Telegram operator alerts.

Agent loop

Multi-LLM

Tooling

KB + tickets

SLA alerts

Telegram

Tracing

LangSmith