FOR NAVAL SHIPBUILDERS

A digital twin of the ship's knowledge — not just its steel.

A destroyer is thousands of systems across a dozen disciplines that must integrate — and stay integrated — across a class that lasts decades. PurpleBrain ties together the specs, standards, change orders, and decisions that connect the disciplines — cross-referenced to the drawings by number and revision — so the cross-discipline questions no single drawing holds get answered, with the document behind every answer. It runs on the yard's own systems. Nothing leaves the yard.

THE PROBLEM

No one drawing knows what one change touches.

The knowledge to build, integrate, and sustain a destroyer is scattered across hundreds of vendor packages, thousands of drawings, evolving specs and as-builts — and the deepest of it lives in the heads of veteran engineers who are retiring.

Cross-discipline blindness
Move a bulkhead penetration and you touch piping, cabling, and damage-control boundaries — plus the vendor packages behind each. That whole chain lives in different disciplines' documents that never reference one another.
Knowledge retires
The engineers who know why the last hull was built the way it was — the trade-offs, the waivers, the lessons — are aging out. The as-builts capture what; the reasoning walks out the door.
A class outlives its authors
A DDG class is designed, built, and sustained over decades through wave after wave of change orders. The integrated picture has to survive far longer than any one person or program office holds it.
THE CONVERGENCE

Watch a destroyer come together — layer by layer.

Scroll to stack the disciplines: bare hull, then propulsion, distribution, piping, damage-control boundaries, and the combat system on top — each one wiring into the layers beneath. Then watch what one change touches across all of them.

LAYER 1 · THE HULL

Start with the bare hull.

Naval architecture sets the frames, the waterline, the shape everything else must live inside — the baseline every other discipline writes its specs and change orders against. Those references are the first thing in the layer.

LAYER 2 · PROPULSION

Propulsion and shafting drop in.

The engines, the shaft line, the screws — sized to the hull. When a change touches the hull, the shaft-alignment dependency is one someone already wrote down — the spec, the change order, the engineer's note that ties them. That record is in the layer, not just in an engineer's memory.

LAYER 3 · DISTRIBUTION

Electrical, piping, and HVAC thread through.

Miles of cabling and pipe runs snake the length of the ship, penetrating frames and bulkheads. Each run crosses a dozen compartments — and every penetration is a decision that another discipline will need to know about.

LAYER 4 · DAMAGE CONTROL

Damage-control boundaries overlay it all.

Watertight and fire boundaries divide the ship into zones that must hold under casualty. They cut across every run beneath them — which is exactly why a change to one run can quietly invalidate a boundary.

LAYER 5 · THE COMBAT SYSTEM

The Aegis combat system tops it out.

Radar faces, the mast, weapons, sensors — the reason the ship exists, resting on every layer below it for power, cooling, and structure. One ship, one connected system — not a stack of separate drawings.

THE PAYOFF · CROSS-DISCIPLINE INTERPLAY

Move one bulkhead penetration.

Watch the blast radius light up: a piping run and a cable tray flagged for reroute review, a damage-control boundary to revalidate, and three vendor packages to notify — each surfaced from the specs and change orders that reference this penetration, cited to its drawing number and revision, and held for a qualified engineer to sign off. That interplay is the digital twin of the ship's knowledge.

HOW IT WORKS

Answers that cross disciplines — and cite their drawings.

01

Trace a change across every system it touches

"If we reroute this cable run around the new sensor foundation, what does it affect?" — answered from the electrical, structural, and damage-control specs, the vendor packages, and the change orders that set the current configuration, each pointing to the drawing number and revision to open next.

02

Answer from the spec and as-built — cite the drawing by number

Every response quotes the exact clause of the standard or the as-built it rests on, and cites the affected drawing by number and revision — pointing you to the sheet, not paraphrasing what's on it. When the record conflicts, it holds the conflict for review instead of guessing. A qualified engineer signs off before it becomes the yard's answer.

03

Keep a retiring engineer's reasoning

The waivers, the trade-offs, the "why we did it that way on the last hull" — captured into the same queryable layer alongside the drawings, so the class keeps its reasoning long after the person who held it moves on.

Change-order impact · awaiting engineer sign-off
Pending review
Query: relocate bulkhead penetration F-142 aft by 300 mm
Flagged for review: 1 piping run, 1 cable tray, 1 damage-control boundary — surfaced from the specs and change orders that reference F-142, sources linked
Affected vendor packages: 3, each with the drawing number and revision cited
⚑ conflict caught — change order CO-0447 records the penetration as moved; the drawing of record is still logged at the pre-change revision, held for review

Nothing becomes the ship's record until a qualified engineer who knows the system signs off.

Drawings & revisions Specs & standards Change orders As-builts Vendor packages Waivers & trade studies Veteran engineers' reasoning
A TWIN OF THE KNOWLEDGE, NOT THE STEEL

We are honest about which digital twin this is.

The physics-and-CAD twin — the one that simulates the hull and the systems — is Siemens and Dassault territory. PurpleBrain is the layer alongside it: the queryable, cited record of what the ship is and why it was decided that way.

What it is

The knowledge-and-decision layer of the ship.

  • Every discipline's specs, standards, change orders, and as-builts, tied together and queryable — cross-referenced to the drawings by number and revision.
  • Cross-discipline answers a single drawing can't hold — what one change touches, and where.
  • The reasoning behind the configuration: waivers, trade studies, and the judgment of engineers who built the last hull.
  • A cited answer for every question, and a qualified person's sign-off before it counts.
What it is not

Not a physics or CAD simulation.

  • It does not model stress, flow, thermal behavior, or signature — that's your simulation and CAD/PDM stack.
  • It does not replace your drawing system, PLM, or configuration authority — it reads the specs, change orders, and drawing metadata they hold and connects them by reference.
  • It does not invent an answer. When the record is silent or in conflict, it says so and holds it for a person.
  • It does not decide anything on its own — a qualified engineer signs off before an answer becomes the yard's record.
NOTHING LEAVES THE YARD

Runs air-gapped, on your own systems, behind your own boundary.

This is defense work — ITAR-controlled, classified in places, and your data cannot leave your infrastructure. So it doesn't. PurpleBrain deploys on-prem or fully air-gapped, on the yard's own systems and the AI you already run behind your boundary. There is no PurpleBrain server holding your drawings, and no drawing, spec, or change order ever leaves the yard.

The same production system proven on 20,000+ documents at a U.S. industrial equipment manufacturer — pointed at your yard, inside your boundary.

GET STARTED

Bring us one change order and its blast radius.

Book a working session — point us at one discipline's drawings, the specs they answer to, and a change order that rippled further than anyone expected. We'll show you what a cited knowledge layer can trace across it, inside your boundary.

Your message will be answered by a real person.

Book a working session

Tell us which disciplines are hardest to reconcile, where the knowledge lives, and the cross-discipline question your team keeps chasing down by hand.

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