n8n Multi-Agent Workflow Automation

    End-to-end n8n workflows that connect CRMs, LLMs, and webhooks, routing leads, summarizing calls, and triggering agent steps without manual handoffs.

    Muhammad Zeeshan

    Technologies Used

    n8n
    OpenAI
    Webhooks
    Airtable
    MCP

    Key Features

    1

    Visual workflow design with error branches and retries

    2

    LLM nodes for classification, extraction, and drafting

    3

    Webhook ingress from forms, Stripe, and support tools

    Implementation

    Designed modular n8n flows with idempotent triggers, secret rotation, and observability hooks so automations stay reliable under client load.

    Results & Impact

    Cut manual ops time for founders and agencies, onboarding, follow-ups, and reporting run on schedules instead of inbox chaos.