Do you replace our WCS or MES?

No. Xenqube systems sit above warehouse control, historians, and desk software. We read signals, propose governed actions, and route writes through approval when you reach Assist phase.

Can LLMs control billing or safety trips?

Not in our industrial patterns. Language models summarize and draft; deterministic engines, sensors, and human approvers own money, detention clocks, and physical actions. See our Governed AI doctrine page.

What does a first engagement look like?

Typically Connect → Shadow: integrate read paths, log recommendations, measure operator trust. Assist phase adds approved writes. We label synthetic demo metrics clearly in workshops.

Industrial control room, manufacturing cells, and logistics yard operations

Industrial AI

Control rooms, yards, and cells need living state, not another chatbot on a CSV

Xenqube builds governed industrial AI: integrate over systems of record, earn trust in Shadow Mode, and keep humans on money and safety. Four Xenith wedges cover sortation, manufacturing twins, in-plant rail, and spatial vision.