Working Proof-of-Concept Demonstrations

See the Intelligence in Action

These are fully functional demos — not mockups or slideshows. Each one runs real algorithms against real 3PL data scenarios, showing exactly the kind of analytical intelligence we build for clients.

Finance
Finance

Freight Invoice Anomaly Detector

Watch the engine scan ten real-world 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 an intelligent slotting algorithm re-assign 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 AI Agent

Ask natural-language questions about shipment status, delays, and exceptions. An AI agent interprets your query and retrieves structured TMS data in plain English.

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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 represent a fraction of what's possible when 3PL data is properly architected.

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