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    crm-ai-agent

    crm-ai-agent

    Vision70s January 4, 2026
    3 copies 0 downloads

    🤖 AI-powered CRM assistant using Google Gemini & LangGraph for intelligent lead management

    🤖 AI-Powered CRM Assistant

    TypeScript Node.js License Generated Image January 04, 2026 - 3_37PM

    An intelligent CRM automation system that uses Google Gemini AI and LangGraph to analyze leads from amoCRM and provide actionable insights via Telegram. Features a human-in-the-loop architecture to ensure critical business decisions remain under manager control.

    ✨ Key Features

    🧠 AI-Powered Analysis

    • LangGraph Workflows: Multi-step reasoning chains for complex lead analysis
    • Batch Processing: Efficient analysis of multiple leads simultaneously
    • Smart Filtering: Identifies high-priority leads that need attention
    • Risk Scoring: Calculates deal loss risk based on activity patterns

    📱 Telegram Integration

    • Interactive Cards: Rich action proposals with approve/reject buttons
    • Natural Language Commands: Understands plain text like "show hot leads"
    • Real-time Notifications: Instant alerts for critical situations
    • Command Dashboard: /today, /hot, /risk, /stats and more

    ⏰ Automated Reporting

    • Morning Digest (9:00 AM): Daily overview of tasks and priorities
    • Evening Report (6:00 PM): End-of-day summary
    • Weekly Overview (Monday 10:00 AM): Week-in-review statistics

    🔐 Human-in-the-Loop

    • Manager approval required for all CRM actions
    • Complete audit trail of all AI decisions
    • Configurable risk thresholds and business rules

    💾 Persistent Storage

    • SQLite database for lead scores and action history
    • Tracks score trends over time
    • Searchable decision logs

    🏗️ Architecture

    ![Generated Image January 04, 2026 - 3_42PM](https://github.com/user-attachments/assets/

    Tags

    aiamocrmautomationcrmgoogle-geminilanggraphlead-managementnodejssqlitetelegrambot

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