Working Demonstrations

Test the Tools Yourself

These demos run working algorithms against sample 3PL scenarios, so you can see how the logic behaves instead of reading another slide about it.

Finance
Finance

Freight Invoice Anomaly Detector

Watch the engine scan ten LTL invoice lines for overcharges, duplicate billings, and accessorial errors across five anomaly classes in real time.

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Finance

Dynamic FTL Pricing Simulator

Model spot and contract FTL rates across major lanes using real market signals: fuel surcharges, seasonal demand, lane-specific supply, and day-of-week adjustments.

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Warehousing
Warehousing

Warehouse Slotting Optimizer

Visualize a slotting algorithm reassigning SKUs across warehouse zones based on velocity, weight, and pick-path efficiency, with a live animated heatmap.

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Transportation
Transportation

Track-and-Trace Agent

Ask plain-English questions about shipment status, delays, and exceptions. The agent interprets the request and retrieves structured TMS data in a readable answer.

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Maintenance
Maintenance

Predictive Maintenance Dashboard

Monitor a live fleet of material-handling equipment. The model scores each asset's failure risk from sensor telemetry and usage patterns, surfacing which units need intervention before they go down.

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Ready to Build?

These demos show the shape of what becomes possible once 3PL data is clean, connected, and usable.

Every one started as a client problem. Engage us to scope what's right for your operation.