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Built an end-to-end AI lead qualification system using n8n, Groq Llama 3.3, and Google Workspace integrations. The workflow automatically analyzes incoming leads, classifies them as Hot, Warm, or Cold, sends personalized email responses, logs data to Google Sheets, and notifies the business on Discord for high-priority leads. This fully automated solution reduces manual work and enables businesses to respond to leads within seconds.🎉
The network for creativity
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Creatives on Contra have earned over $150M and we are just getting started
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The most important feature in my AI agent is the button that says "No."
Every agent I ship now lands its decisions in a queue before anything executes. A human approves, edits, or overrides. Every call is logged, including the ones the human changed — that log is how you find out what the model actually believes.
Clients ask if this slows things down. It does, by seconds. It also turns "we tried an AI agent and turned it off after a week" into "it's been running for months."
Here's how the escalation, override loop and audit trail are built: https://contra.com/p/OegbPPFg-agent-ops-console-the-human-review-layer-for-ai-agents
🚀 Project title - AI Lead Capture & Email Automation
💡 Short description - AI-powered lead automation that captures, qualifies, organizes, and routes new leads automatically. 🤖⚡
📝 Project description - Built an AI-powered lead processing workflow using n8n to automate the entire journey from form submission to lead notification. 🤖
How it works:
📝 Captures customer details and service requirements through a custom form
🔗 Sends submissions into an automated n8n workflow
🧠 Uses AI to analyze and qualify incoming leads
📊 Automatically stores lead data, summaries, status, and priority in Google Sheets
📧 Sends instant email notifications with the lead's priority, details, and AI-generated summary
Result: Less manual lead processing, faster response times, and a centralized system for managing incoming leads. ⚡
Tech: n8n • AI • Google Sheets • Email Automation • API Integration
Real estate leads shouldn't sit waiting for a follow-up.Built a CloseBot + GHL system that qualifies leads, handles different buyer responses, captures the right information, and moves qualified prospects toward booking.Comment Dm if you are interested
Super impressive work
