Arc Data Lab / Working Demos
Five hands-on demos using synthetic data. Try the workflows and see how each model responds.
Capability explorations / 05
Each demo focuses on one logistics problem. A production version would be designed around your systems, controls, workflow, and users.
Lab 01 / Finance
InteractiveScan a sample set of LTL invoice lines for duplicate billing, accessorial errors, and overcharge patterns across five anomaly classes.
Uses synthetic invoice records and sample exception rules.
Try DemoLab 02 / Finance
InteractiveExplore how a pricing model responds to synthetic lane conditions, fuel assumptions, seasonality, capacity pressure, and day-of-week adjustments.
Uses sample lanes and synthetic pricing inputs; outputs are illustrative.
Try DemoLab 03 / Warehousing
InteractiveWatch an optimizer reassign sample SKUs across warehouse zones using velocity, weight, and pick-path efficiency, then compare the proposed state.
Uses a sample facility layout and synthetic item movement history.
Try DemoLab 04 / Transportation
InteractiveAsk plain-language questions about sample shipment status, delays, and exceptions while the agent retrieves and explains structured TMS-style records.
Uses fictional organizations and synthetic shipment records.
Try DemoLab 05 / Maintenance
InteractiveMonitor a sample material-handling fleet and inspect how simulated telemetry and usage patterns influence asset-level failure-risk scores.
Uses sample assets, simulated telemetry, and illustrative model outputs.
Try DemoHave a similar problem?
We’ll talk through the users, systems, business rules, controls, and delivery path.