SmartHelp AI Agent
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    AI & Automation

    SmartHelp AI Agent

    A multi-agent support system using RAG to answer complex technical queries instantly, reducing support costs by 60%.

    Project Type

    AI SaaS Platform

    Timeline

    5 months

    Our Role

    AI Lead Developer

    70% Auto-Resolution Rate
    70%
    Auto-Resolution Rate
    < 2s
    Response Time
    $40k
    Monthly Savings
    4.9/5
    CSAT Score

    The Challenge

    The client was overwhelmed by 5,000+ support tickets daily. Traditional chatbots failed to understand technical nuances, leading to low customer satisfaction and high support agent burnout.

    Key Features

    Multi-agent orchestration

    Retrieval Augmented Generation (RAG)

    Semantic search across documentation

    Automated ticket triaging

    Technical Architecture

    We engineered a multi-agent system where a 'Triage Agent' classifies issues, a 'Research Agent' retrieves answers via RAG from technical docs, and a 'Response Agent' drafts human-like replies.

    OpenAI GPT-4LangChainPineconePythonFastAPIReact
    "This isn't just a chatbot; it's like having our best support engineer available 24/7. It handles complex debugging questions flawlessly."
    David Kim
    VP of Engineering, TechStream

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