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    Workflow AutomationAI AnalyticsProcess Optimization

    Streamlining E-Commerce Operations with AI

    Urban Threads Apparel — E-Commerce / Retail

    80%

    Reduction in stockouts

    4x

    Faster support resolution

    45%

    Increase in repeat purchases

    2.3x

    Revenue growth in 6 months

    The Problem

    Rapid growth exposed operational gaps everywhere. Bestsellers sold out before reorders were placed. Customer support had a 48-hour average response time. Marketing was spray-and-pray with no segmentation.

    Our Approach

    1. **AI Inventory Forecasting** — Predictive model analyzing sales velocity, seasonality, and trends to auto-generate purchase orders
    2. **Support Triage Bot** — AI categorizes and routes tickets, auto-resolves common issues (order status, returns), escalates complex cases
    3. **Marketing Automation** — Customer segmentation engine with automated email/SMS flows triggered by purchase behavior
    4. **Unified Dashboard** — Single view of inventory, support, and marketing KPIs

    The Stack - **OpenAI GPT-4** for support automation - **n8n** for workflow orchestration - **Shopify API** for inventory & order data - **Klaviyo** for email/SMS campaigns - **React** for the ops dashboard

    Results

    Stockouts dropped 80%, support resolution improved 4x, repeat purchases jumped 45%, and overall revenue grew 2.3x in six months.

    "SIFTR didn't just fix our ops — they gave us superpowers. Our small team now operates like a company 5x our size."

    Founder & CEO

    Urban Threads Apparel

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