Genesis shows the steps. EON Universal understands the work.
A composable equipment ontology that turns a green worker into the equivalent of a multi-year expert recognising components on sight, composing the correct procedure, and carrying that understanding from the training centre into the field.
Equipment classes
Subcomponents · Level 2
Of real field interactions
Petroleum equipment taxonomy
In refineries, on platforms, and across processing trains, the people who hold thirty years of judgment are retiring. The people replacing them are green often at remote sites where being wrong is a safety and escalation problem, not an inconvenience.
Industry has poured money into content: thousands of bespoke simulators, each modelled by hand for one specific facility, each obsolete the moment the plant changes. Every new site is a new modelling effort, and the permutations are effectively infinite. The work is treated as an endless list of places to memorise.
A worker should be able to walk up to equipment they have never seen and still do the job correctly.
The worker is green. The guidance is not.
Think of a language. You could try to memorise every full sentence you will ever need endless and hopeless. Or you learn the words and the grammar, and build any sentence on demand. EON Universal learns the components then composes any facility from them.
Effort plotted against the number of sites you cover.
Enumeration model every facility
Composition model the vocabulary
You don’t program five thousand locations. You program the vocabulary they’re built from.
EON Universal is a facility-agnostic field-intelligence layer for safety-critical industry. It understands industrial equipment at the level of process intelligence not merely the steps of a procedure and uses that understanding to make a green worker perform like a seasoned one.
Names every component on sight and links the real skid to its digital twin. The green worker points; the library identifies.
Composes the correct procedure conditional SOPs that branch on live conditions, with safety gates that stop the line.
When the library is unsure, it stops and hands off to a human. Judgment is never faked; uncertainty is surfaced.
In oil and gas, roughly 50 equipment classes cover the overwhelming majority of frontline work. About 15 of them carry most of the daily value — together the core library accounts for more than 80% of real field interactions.
The library is anchored to ISO 14224, the petroleum industry’s own equipment taxonomy. When EON Universal recognises a component, its output maps straight into the customer’s reliability and maintenance records and CMMS/EAM. It speaks the operator’s data language on day one.
Core gear a technician touches 80%+ of all field interactions.
Variants & subtypes the system is rarely surprised.
Maintainable items: seals, bearings, actuators, instruments.
A class name is a label. Understanding is a structure. Explore the six layers EON Universal carries for a single class here, the workhorse of the plant, the centrifugal pump.
The ISO class, common aliases, and the tag pattern used in the field. This is how the system names what it sees.
Recognition keys on layers 1–2.
Guidance composes from layers 3–6.
The difference between a recording and an understanding.
A 3D GLB twin plus multi-angle imagery, so the component can be recognised and rendered from any viewpoint and matched to the real skid.
Recognition keys on layers 1–2.
Guidance composes from layers 3–6.
The difference between a recording and an understanding.
Subcomponents and the boundary of the asset: what is part of it, and where it ends.
Recognition keys on layers 1–2.
Guidance composes from layers 3–6.
The difference between a recording and an understanding.
What the component does and its operating envelope adds energy to a liquid via a spinning impeller, within a defined flow, head and NPSH range.
Recognition keys on layers 1–2.
Guidance composes from layers 3–6.
The difference between a recording and an understanding.
How it responds to upsets and abnormal conditions. The casing holds pressure after stop; it cavitates when starved, overheats when dead-headed. This is the layer that makes guidance safe.
Recognition keys on layers 1–2.
Guidance composes from layers 3–6.
The difference between a recording and an understanding.
How to operate, inspect, isolate, and fix it expressed as composable steps rather than a single fixed script.
Recognition keys on layers 1–2.
Guidance composes from layers 3–6.
The difference between a recording and an understanding.
EON Universal does not replace Genesis EON’s production engine that turns SOPs and ordinary photographs into interactive simulators. Genesis is the on-ramp; Universal is the understanding layer that sits on top. The boundary is exact.
| Genesis - the core engine | EON Universal - intelligence + library |
|---|---|
|
Needs 3D models supplied to it |
Brings the component library and the configurator |
|
Runs sequential SOPs only not conditional |
Authors conditional SOPs that branch on live conditions |
|
Knows what to show, but not why |
Explains why each step matters |
|
Cannot configure different capabilities |
Generalises to skids it has never seen |
|
Does not recognise equipment in real life |
Recognises equipment on sight feeds FieldIQ + Holodeck |
How it’s built
The pyramid layer by layer. You cannot skip a level.
Layers 1–3 understand components, not facilities which is exactly the bridge to a universal, facility-agnostic solution.
Use everything in the real field the eventual goal.
Standard procedures applied on the foundation.
Must-know basics especially safety.
Every component identified and tagged.
An accurate model the base of everything.
A fixed SOP is a straight line. A conditional SOP is a decision tree with safety gates isolating a pump for lockout/tagout (LOTO).
Open the disconnect; apply lock & tag.
Confirm E = 0 at the source.
Read the gauge is P > 0?
Relieve the trapped pressure, then loop back and re-read until safe.
E = 0 · P = 0 · the asset is safe to open.
Anything abnormal stops the job and hands off to a human for verification gated by EON Verdict.
The “pressure still present?” branch only exists because EON Universal knows from the component’s Behavior layer that a pump stores pressure after power-off. Genesis has no concept of pressure, so it cannot branch on it. A conditional, safe procedure is something only a system that understands the equipment can author. The capability isn’t bolted on it falls out of the understanding.
AR-only practice at 1:1 scale, at home or in camp, with no physical hardware at all. Repetition becomes free.
LiDAR overlays the digital twin onto the real equipment; every part is tappable, guidance anchored to the asset in front of the worker.
LED walls and floor surround the trainee in a generated skid at full scale a modern, reborn iCube. – premium delivery tier
50 classes × 5 images = 250 production images → reconstructed into 50 GLB twins. The recurring primitives body/casing, nozzles, seals, shafts are understood once and inherited by every assembly that uses them.
Six knowledge layers per object.
4 ortho views + 1 cutaway.
Multiview → GLB mesh.
Drop the GLB into its slot.
The object turns & speaks.
Models, labels, and runs step-by-step SOPs. Capture flows up the stack.
Adds the library, the configurator, and recognition. It understands the work.
Field recognition, on-the-spot guidance, immersive scenarios. Delivery flows back down.
Usage feeds the shared library; the asset improves with operation rather than depreciating.
Recognise, infer topology, compose no per-site rebuild required.
A bounded asset on your balance sheet, not a per-site modelling cost that recurs forever.
General-purpose AI models are a commodity that everyone rents. No foundation model can learn how your plant runs, because that knowledge has never left your sites. EON Universal turns that proprietary know-how into a structured, owned, compounding asset the durable advantage as AI absorbs the commoditised work around it.
Because it understands components rather than memorising facilities, the same engine transfers to any industry built from a finite parts vocabulary. Learn the parts once; help every site built from them.
ISO 14224 · 50 classes · 350 subcomponents
~40–60 core classes · same method
High-regulation, high-value part taxonomy
Devices & equipment · same composition logic
One high-value equipment family and a defined set of procedures proving the recognise–guide–escalate loop on your own assets and data.
Class by class along the bounded vocabulary; delivery expands across phone, tablet-on-the-skid, and the CAVE.
Built on ISO 14224, outputs map into existing reliability and maintenance systems from day one.
