Large Scale Retail

    Unify Data.
    Predict Demand.

    Transform retail chaos into clarity. We consult on organization-wide data models and deploy predictive replenishment engines to keep shelves stocked and customers happy.

    demand-forecast.exe
    Stock Availability
    98.4%
    ↑ +2.1% across network
    Predicted Stockouts
    12
    Next 7 days
    Demand Trend
    AI Adjusted

    Clarifying the Data Chaos

    We embed with your team to unify fragmented retail data streams, establishing a single source of truth structured for advanced BI and AI applications.

    The Medallion Model

    We implement Bronze, Silver, and Gold data layers. Raw data is ingested, cleansed, and finally aggregated into business-level aggregates ready for consumption.

    Single Source of Truth

    No more debating which spreadsheet is correct. We create an organization-wide data model encompassing inventory, sales, logistics, and customer behavior.

    BI & AI Readiness

    Structured data pipelines ensure your BI dashboards load instantly and your AI models have clean, normalized features to train on.

    AI Engine

    Predictive Replenishment Engine

    Keep products on the shelf without overstocking the backroom. Our engine considers hundreds of variables—from local weather to viral trends—to predict demand with unprecedented accuracy.

    Hyper-Local Demand Forecasting

    Analyzes historical sales, seasonality, local events, and competitor pricing to forecast demand per store.

    Automated PO Generation

    Translates demand predictions directly into optimized purchase orders, factoring in lead times and minimum order quantities.

    Replenishment SignalsLIVE

    01
    Sunscreen SPF 50
    Store #442 • Miami, FL
    Demand Spike: Weather Alert
    +145 units recommended
    02
    Wireless Earbuds
    Store #108 • Austin, TX
    Normal Replenishment
    +40 units recommended
    03
    Winter Parka
    Store #892 • Chicago, IL
    Hold: Season Ending
    0 units recommended