Xenith Yard
In-plant rail logistics with deterministic detention clocks.
Xenith Yard targets steel and heavy-industry rail yards: rake lifecycle, yard map, demurrage defense dossiers, and track intrusion alerts. Financial and safety decisions stay in rules and sensors; language models summarise and draft, they do not own the clock. Documented PoC maturity with a production hardening roadmap.
Deployed as a scoped engagement for your stack - not a self-serve trial or live sandbox.
Why teams look for this
Problems this pattern addresses
Rake status lives in radio and registers
Delayed state means demurrage accrues beyond free time without a single trusted clock.
Disputes without immutable evidence
Commercial teams assemble packs by hand; timestamps and zone events do not survive audit.
Hazard tracks lack continuous monitoring
Intrusion alerts need HITL before sirens; an LLM does not decide safety trips.
Where it sits in your stack
How it works
Rake lifecycle
Advance, shunt, inbound inject on an interactive yard map.
Detention clocks
Configurable tariffs in a rules engine, never in prompts.
Dispute dossiers
PDF packs with immutable timestamp chains.
Safety CV
Edge intrusion alerts with human confirm before sirens.
Governed AI
Safety, audit, and rollout rules
Read the Governed AI doctrine for how Xenqube separates model output from money and safety actions.
Money and safety outside the model
Detention math and safety trips are deterministic. LLMs may draft narrative around evidence; they do not own the clock.
Proof and measurement
Workshop and shadow-trial metrics are labeled when synthetic. Live SLAs require a named pilot agreement.
| Metric | Target / demo | Notes |
|---|---|---|
| Industrial readiness (internal) | ~43% | PoC scorecard; hardening roadmap weeks 1–28 |
| LLM on detention clock | Disabled | Explicit Zero-LLM-Trust boundary |
| Dispute pack prep | One-click PDF | Synthetic rakes in PoC demos |
Who this is for
Use cases
Rollout
Phased trust model
Lifecycle + clocks on synthetic rakes.
RFID/GPS/enterprise IdP integration.
Approved shunt and dossier workflows.
Durability, persistence, SAP/FOIS-class connectors.
What's included
Typical engagement deliverables
Scoped to your stack and compliance needs. We deploy the working system into your environment and hand over runbooks - not a sandbox login.
Yard map and lifecycle demo on synthetic rakes
Detention clock rules engine (configurable tariffs)
Sample dispute PDF with evidence chain
Roadmap for RFID/GPS/enterprise IdP integration
Questions buyers ask
Frequently asked questions
- Can an LLM set demurrage tariffs?
- No. Tariffs and free-time rules live in a configurable engine. Models may explain a dossier, not invent clocks.
- Is this production-ready on day one?
- Public wording is PoC plus hardening roadmap. We publish maturity honestly rather than overclaim.
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