WhatsApp AI Lead Qualification & CRM Automation System Overview This project focused on transform...WhatsApp AI Lead Qualification & CRM Automation System Overview This project focused on transform...
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WhatsApp AI Lead Qualification & CRM Automation System
Overview
This project focused on transforming WhatsApp from a simple messaging channel into an intelligent lead qualification and customer management system. The solution was designed to automate customer conversations while ensuring every qualified enquiry entered a structured sales workflow.
The Challenge
The business relied heavily on WhatsApp, but every enquiry required manual responses and manual lead tracking. This created inconsistent qualification, delayed follow-ups, and poor visibility into the sales pipeline.
My Solution
I designed a connected automation system that combined AI conversations with CRM workflows.
The system includes:
AI-powered WhatsApp conversations
Intelligent lead qualification
Customer data collection
Automatic CRM updates
Appointment request workflow
Human handoff for complex enquiries
Internal sales notifications
Customer Journey
Customer sends a WhatsApp message.
AI identifies the enquiry.
The assistant asks qualification questions.
Lead details are captured automatically.
Qualified leads enter the CRM.
The sales team receives organized opportunities for follow-up.
My Role
Business workflow analysis
WhatsApp conversation design
AI automation architecture
CRM integration planning
Lead qualification logic
End-to-end workflow implementation
Technologies
WhatsApp Business
AI APIs
CRM Integration
Workflow Automation
Business Process Design
Outcome
The completed system created a structured customer acquisition workflow by connecting conversations, lead qualification, CRM management, and sales follow-up into one automated business process.
I’ve been razzmatazzing and flibbertigibbeting with Claude Code and somehow ended up with a new yels.dev.
It finally feels like me: simple on the surface, slightly complicated underneath, and very much alive.
You can see who I am, what I do, the work behind Herodot, RaptorLabs, CyberLink Security and Solmint, plus a selection of projects I’ve built across AI, cybersecurity, Web3, product systems, education, archives, and experimental digital spaces.
The simple-on-the-surface, layered-underneath idea comes through so clearly in the presentation. I especially like how the project archive turns the site into something to explore rather than just a résumé of links.
The low-poly scene already has a strong sense of place, and the 60fps browser target makes the interaction feel ambitious in the best way. I especially like how the restrained palette lets the “Explore the Silo” typography lead the experience.
AI Lead Qualifier — chat agent that qualifies leads before your manager picks up the phone.
THE PROBLEM
78% of buyers choose the vendor who answers first. Most inbound leads wait hours for a human.
THE SOLUTION
An AI agent answering every lead within seconds, 24/7: short dialog → structured data (need, budget, timeline, contact) → A/B/C grade → instant Telegram alert with a full lead card. Everything logged to Google Sheets.
BUSINESS IMPACT
• Response in seconds, not hours
• 50–70% of routine questions off your sales team
• Structured lead card for every inquiry
• Self-hosted — no monthly SaaS fees
PROVEN IN A LIVE TEST
From "can you make a website for my store?" the agent extracted need, timeline, budget, name and phone in 2 messages, scored the lead class A, and alerted the manager — automatically.
Built on n8n + LLM + Telegram. Details in my profile — DM me.