Built from your data · Run behind your firewall

The engineering execution layer for physical industries.

N-ERGY builds an Engineering World Model (EWM) of your system from everything you know — institutional memory, experimental data, instrument output, global knowledge and databases, solvers and physics-ML engines. Every kind of digital engineering runs on it.

01 · The model

One physics-grounded model
of your system.

Your archives, experiments, instruments, and solvers — resolved into a single model, constrained by physical law, that every kind of engineering can run on. Change one thing, and it changes everywhere.

What it reads

  • Institutional memoryReports, drawings, specs, decades of test archives
  • Experimental dataCampaigns, rigs, coupons, pilot plants
  • Instrument outputThe raw output of scientific equipment
  • Global knowledgeLiterature, patents, standards, materials data
  • Solvers & enginesCommercial, open, native and physics-ML

Engineering
World Model

What runs on it

  • Engineering Design
  • Materials & Formulation Discovery
  • Design Optimization
  • Simulation & Analysis
  • Condition Monitoring
  • Diagnostics & Prognostics
  • Real-Time Optimization
  • Process Control

02 · Ingest

Reads the data
nothing else can.

Your instruments and solvers speak hundreds of incompatible, proprietary formats. N-ERGY parses them natively — no migrations, no exports, no manual clean-up. The unglamorous work behind everything else.

200+file formats
15+scientific domains
75+analysis methods

03 · Why a world model

A language model
cannot engineer.

General-purpose AI reasons over text. It has no physics in it. It cannot tell you whether the vessel holds, whether the catalyst survives the duty, or whether the joint fatigues — because nothing inside it is bound to the way the world behaves.

General-purpose AI

Trained on what has been written about engineering.

It can recall, summarize and rephrase. It cannot be held to a physical law, because it was never given one. Confidence and correctness are unrelated in it.

N-ERGY

A proprietary model, built by engineers and scientists working in these fields.

That model is where the physics groundedness comes from. It is what makes an answer an engineering answer, and the reason the answer can be acted on.

04 · What runs on it

One digital engineering tool.

One model, read by all of it — so nothing downstream disagrees with anything else, and a change in one place is a change everywhere.

05 · Deployment

Nothing leaves
your walls.

N-ERGY runs entirely inside your perimeter. Your archive, your test history, your process knowledge — the most valuable thing your company owns — never moves.

  • DataFiles, archives and results stay on your storage.
  • ModelsThe model is built and held inside your network.
  • IPYour designs never become anyone's training data.
  • ComputeYour hardware, your cluster, your licenses.
  • Air gapNothing connects outward. Nothing.

06 · Industries

Wherever something
physical has to work.

07 · The engineering execution layer for physical industries

Know what happens
before you build it.

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