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    VidForgeX Logistics

    VidForgeX Logistics: AI Video for Warehouse & Distribution Operations

    Logistics operations are camera-saturated but data-starved. VidForgeX Logistics converts warehouse CCTV into operational intelligence: pick cycle time, dock turnaround, travel distance, and throughput metrics — without wearables or sensor installations.

    Logistics warehouse use cases

    Pick Cycle Time

    Measure individual pick events from reach to placement. Distribution statistics over a shift. Identify slow picks and investigate causes.

    Dock Turnaround

    Measure inbound and outbound dock cycle time: truck arrives → doors open → unload/load complete → truck departs. Identify dwell time waste.

    Travel Distance Analysis

    Track picker movement paths. Identify excessive travel distance caused by poor slotting. Quantify distance saved from layout changes.

    Pallet Building

    Measure pallet build cycle time and sequence adherence. Detect non-ergonomic stacking patterns and sequence violations that risk stability.

    Staff Productivity

    Utilization rate per worker and team. Idle time detection. Shift comparison. Identify high and low performers for targeted coaching.

    Safety Compliance

    Detect forklift zone incursions, missing PPE, and aisle obstruction violations from existing camera feeds. Flag for safety review.

    Slotting optimization with video data

    Traditional slotting analysis uses order data (SKU velocity from WMS) but ignores pick ergonomics and actual travel time. VidForgeX Logistics adds the physical layer: measured travel time per zone, pick difficulty (reach height, container depth), and dwell time per location. Combined with velocity data from your WMS, this enables ergonomic slotting decisions that reduce worker fatigue and improve throughput simultaneously.

    No new hardware required

    Most distribution centers already have comprehensive CCTV coverage. VidForgeX Logistics works with existing cameras — upload footage to tma.vidforgex.com, select the logistics analysis category, and receive operational metrics within minutes. No RFID tags, no wearables, no infrastructure changes.

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    Frequently Asked Questions

    Can VidForgeX measure pick-and-pack cycle time from warehouse cameras?
    Yes. VidForgeX Logistics detects pick start (reaching for item at location) and pick end (item placed in container or conveyor), measuring the cycle for each pick event. Over a shift, this produces distribution statistics — mean, P90, variance — that feed into labor planning and slotting optimization.
    How can video analysis optimize warehouse slotting?
    By measuring travel distance and dwell time per location zone, VidForgeX identifies high-traffic zones where slotting changes would reduce picker travel. Combined with pick cycle time data per product category, this supports evidence-based slotting decisions without requiring RFID or WMS integration.
    Does VidForgeX Logistics work with existing warehouse cameras?
    Yes. Any fixed camera with coverage of the work area is sufficient. Standard IP cameras at 1080p/30fps provide adequate resolution for activity detection and cycle time measurement. No new hardware is required.