AI / Agents
AI Sales Agent Platform
Multi-tenant AI chatbot for small businesses
Company: Noxis AIRole: AI EngineerPeriod: 2026
The Problem
Small businesses needed an affordable, scalable AI-powered sales and customer service solution. The existing n8n-based system couldn't handle multi-tenancy or complex agent workflows efficiently.
The Solution
Migrated the entire agent infrastructure from LangChain to LangGraph with MCP server, enabling sophisticated multi-tenant agent orchestration with improved scalability and cost efficiency.
Impact
- —Scalable multi-tenant architecture serving multiple businesses
- —Migration from LangChain to LangGraph for better agent orchestration
- —Autonomous AI agents for customer service and product sales
Tech Stack
PythonLangGraphOpenAIMCP ServerClaude Code