Tamiyouz - AI-Powered WhatsApp-to-CRM Sales Automation
AI-powered CRM automation that converts WhatsApp conversations into structured lead qualification and automated pipeline movement with optional human takeover.

Overview
Tamiyouz is a production-grade AI CRM automation system built for real businesses, not a simple chatbot.
I handled AI automation, AI agent development, workflow automation, and full-stack implementation.
The system qualifies every lead step-by-step, captures structured information in CRM, and moves leads through the sales pipeline automatically while keeping human handoff available at any time.
Key Highlights
- Structured AI qualification that asks one focused question at a time
- CRM integration with Trello card creation, summary updates, labels, and stage tracking
- Automatic pipeline progression based on lead responses
- Human-in-the-loop controls for intervention and review at any moment
- Knowledge-base grounding from campaign-specific PDF documents
- Cost-efficient AI design optimized for token usage and per-message cost
- Multi-session WhatsApp support for teams handling concurrent conversations
- Full message logging for traceability, auditing, and team visibility
- Business impact: faster response times and fewer missed opportunities
- Business impact: cleaner structured data and improved decision making
- Business impact: fewer manual pipeline errors with scalable operations
- Connected and stabilized Meta integrations (Messenger & Instagram)
- Fixed system bugs and managed domain updates across multiple environments
Technologies Used
GeminiAI ChatbotAI Agent DevelopmentFull-Stack Development