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All case studiesCase study /lead-qualification
Secondary Projectn8n AI Agent

AI Lead Qualification & Response Workflow

Verified outcome — Successfully filters leads via score routing and notifies via Telegram/Gmail.

My verified role
Solution Designer & Workflow Architect
Classification
Secondary Project
Primary tools
n8n, Groq, Qdrant
Public evidence
Demo videoSource code

The Problem

Handling incoming client requests efficiently by filtering out low-budget leads.

My Role

Solution Designer & Workflow Architect

What I Personally Directed

RAG architecture setup (Qdrant), Telegram notification routing, Gmail drafting logic, logic branching based on lead scores.

The Solution

An AI agent that analyzes webhook leads, searches internal pricing guidelines via Qdrant, performs score routing, sends Telegram notifications, drafts Gmail responses, and logs to Google Sheets.

Verified Outcome

Successfully filters leads via score routing and notifies via Telegram/Gmail.