Where this is going

AI is learning to do hard engineering. Most of it produces confident text. We are building the other kind: AI that runs the real calculation, checks it against physics and the governing standard, and shows its work — for the offshore energy world, today.

A real engineer, not a chatbot

A generic assistant will happily give you a different fatigue life every time and cite nothing. That is unusable in a calculation note. The category we care about connects generative models to validated physical feedback loops — solvers, standards, test data — so the output is deterministic, traceable, and defensible. We started where that loop is hardest and most valuable: offshore, subsea, marine and energy engineering.

The flywheel

Every real question makes the next answer better.

  1. A question arrives — in plain language, from an engineer's real work, through Deckhand on Open Deck or a private scope.
  2. The engine runs it — digitalmodel picks the method and the standard and computes the answer deterministically.
  3. A deliverable comes back — the number, the governing clause, the assumption ledger; changes arrive as pull requests.
  4. Knowledge is captured — the workflow and what it taught us feed our verified engineering corpus.
  5. The next workflow is sharper — demand signals what to build next, and the loop tightens.

What we're building toward

We're specific about what's real today versus on the road ahead.

Today

The engine

7,000+ standard-mapped functions across ~30 disciplines, run from chat and traced to the clause.

Next

More of the work, more domains

Natural-language routing to the right module with gap detection, and the advisory channels becoming runnable.

Ahead

Design iteration

From a brief to a calculation package, the checks, and the refinements — with a human engineer in the loop.

What we won't trade away

⚖

Traceable

Every result maps to a standard clause.

🔢

Deterministic

Same input, same output — audit-ready.

📝

Shows its work

Assumptions and scope on every deliverable.

🔒

Governed

PR-only, scoped, audited — below the model.

See it on a real question

The fastest way to understand where this is going is to use it. Open Deck is free.

Try Open Deck on Telegram

Or explore Deckhand, the platform, and the proof.