X-Twin.co Talk to us
Federated lifecycle platform for infrastructure

AI for engineering the physical world

Evidence enters once and is governed for the life of the asset — so the record built while a tunnel is driven is the twin its operator inherits at handover, not a set of files somebody has to reconcile.

Evidence State Context Intelligence Decision Action

What X-Twin is

One identity, one validated context, and every application a team is entitled to.

Three applications

Delivery, Operations and Maintenance — each independently deployable and named for the phase of the asset's life it serves. A team sees the one it is entitled to, on the projects it belongs to.

Ten capabilities

Connect, Data, State, Data Services, Spatial, Ontology, Intelligence, Models, Actions and Govern. Each is a published contract before it is an implementation.

One data plane

Shared contracts, a bitemporal record, provenance on every reading, and every decision bound to the model version that justified it.

The name

X-Twin carries three senses at once. The mathematical unknown x, apt for a discipline whose dominant unknown is the ground itself. The established X‑ convention of technology naming. And xuán tóng (玄同), from Laozi's Dao De Jing — usually rendered “mystical unity” — denoting the dissolution of the boundary between observer and world, which is what a digital twin attempts in engineering terms.

The platform capabilities

Each states its job in one line, and each names the stage it has actually reached. We publish the stage because a capability list without one tells a reader nothing they can plan against.

CapabilityWhat it doesStage
ConnectBring reality in. Edge, IoT, files and enterprise adapters, with an idempotent push-admission contractExtending
DataPreserve the evidence. Time series, events, relations, spatial and raw payloadsDelivered
StateKnow what is true now. Validated current state with quality, freshness and as-of queryDelivered
Data ServicesHistory, bulk extract and governed export, kept off the state pathExtending
SpatialSee it in context. BIM, GIS, tiles, point clouds and live overlaysDelivered
OntologyUnderstand what it means. Identity, relationships, spatial context and provenanceDelivered
IntelligencePredict what comes next. Physics, machine learning, diagnosis and scenario analysisDelivered
ModelsVersion and approve how predictions are madeExtending
ActionsTurn decisions into controlled action. Approval gate, adapters and the decision ledgerExtending
GovernControl who can do what, how long it is kept, and prove bothDelivered

Delivered

Built, exercised by an automated test, and demonstrable today.

Extending

The contract is delivered and proven against a working application, and is being carried across the remaining ones. The engineering question is answered; what remains is reach.

Specified

The contract is defined, version-controlled and ready to build against. X-Twin declares its interfaces before it implements them.

What the platform guarantees

Four commitments that are enforced by the code rather than promised in a document.

The server decides, every time

Entitlement runs four gates — scope, lifecycle phase, deployment, and what an application is cleared to hold. The portal hides what a user may not open, but hiding is convenience: editing an identifier in a URL changes nothing, because the URL is never an input to the decision.

The record is built to be relied upon

Two clocks on every reading, so you can ask what was known at the time as well as what is true now. Evidence is append-only, submissions are idempotent, and a decision is bound by reference to the model version that justified it.

Evidence is never silently dropped

A suspicious reading is admitted and flagged, not discarded — a reading that vanishes is one nobody can investigate. Late and backfilled data is normal on a real site and is classified rather than refused.

X-Twin recommends and records. It does not actuate.

A work order asks a person, who keeps the right to refuse. Moving a real control value is a different act, and it requires an adapter the asset owner has deliberately authorised, with their own interlocks intact. A twin that can open a valve because a model crossed a threshold is a hazard, not a feature.

Built for tunnels. Not limited to them.

Almost nothing in the platform is about tunnels. The evidence loop, the gates, the governance and the edges are sector-neutral; what is sector-specific is vocabulary — and vocabulary is a file, not a fork.

Tunnelling and underground

Drives, bores, lining rings, station boxes, cross passages and surface receptors. Ground movement, face pressure, volume loss and the damage categories a building is assessed against.

Bridges and structures

Spans, piers, bearings and expansion joints. Deflection, crack width, chloride ingress, and the movement that reveals a seized bearing before anything else does.

Water networks

Trunk mains, pump stations and reservoirs. Pressure, flow, disinfection residual, and the losses that reveal a leak before anyone sees water at the surface.

Sectors share a term only when they mean the same thing by it. Two sectors that disagree about the unit of a shared measurement are refused rather than reconciled — which is what keeps a single word from quietly meaning two things across a client's estate.

Where it stands today

X-Twin is a working platform at demonstrator and early-pilot stage, developed with Monash University. We would rather tell you that plainly than have you discover it in week three.

327automated platform acceptance tests, run against the source
4entitlement gates enforced server-side on every request
10capabilities, each a published contract
3sector vocabularies composing without conflict

What is real today

The governed contracts, the entitlement model, the bitemporal record, the physics and federated machine-learning intelligence, the scenario engine, the disclosure and retention policy, and a certification kit a third party can run against their own application before asking to be registered.

What is not yet

No client system is connected to the action gateway in this environment, and the ledger says so rather than reporting work the platform did not cause. Enterprise identity, production ingest at scale and the remaining application integrations are specified and in progress.

Talk to us

If you are planning a tunnel, operating an estate, or building software that should sit on a governed twin, we would like to hear what you are trying to do.

Partner applications reach platform data through published contracts and are certified before registration. Ask us for the conformance kit and the domain-pack specification.