Concept demo Illustrative content · not a live OQGN system · document numbers from the tender pack
A. Rahman
Lead pipeline engineer
AR

One current answer. Every source in reach.

Search the verified library by discipline, facility type or document number. Every record carries its applicability, revision state and engineering connections — before anyone opens the PDF.

Discipline
Facility type
Document type

0 documents

Verified unless marked proposed

If this changes, what follows?

Typed connections between documents are captured once and verified by an engineer. The library then answers the question that costs the most time on a live project — what else has to be reviewed.

Review set

Four choices in. One auditable kit out.

Package selection runs on a written, versioned rulebook — not on a model's judgement. The same inputs always return the same approved set, and every document in it can be traced to the clause that put it there.

Selection inputs

Generated package

Rulebook trace
Generate a package to see which clauses fired.

The rulebook is a controlled document in its own right. Changing a rule is a reviewed change with a version — which is what makes the output defensible in a design review.

Ask plainly. Verify precisely.

The assistant answers only from the verified library, and puts the source clause directly beneath the answer. If it cannot find a grounded source, it says so rather than composing one.

Grounded question & answer

retrieval-only mode
Source

Ask a question, then open a citation to read the exact clause the answer came from.

The system proposes. The engineer decides.

Nothing enters the library on a model's say-so. Each proposed card and connection arrives with its evidence, a confidence score and a named reviewer — and is accepted, corrected or rejected by a person.

Why this gate exists

Extraction at scale is cheap; being wrong in an engineering library is not. A card that misstates applicability can send the wrong specification into a live design.

So the pilot is measured on verified records, not extracted ones — and every published record keeps the name of the engineer who accepted it, with the original evidence attached.

Acceptance evidence
Each decision writes an immutable entry: proposal, evidence, reviewer, timestamp, and any correction made before publication.

The state of the library, at a glance.

Coverage, verification throughput, citation rate and active use — so the pilot is judged on whether engineers actually rely on it, not on whether software was installed.

Records verified per week

illustrative pilot data

Where the time goes today

Engineers report that locating and confirming the current revision of a standard document is a recurring daily cost. The library's purpose is to remove that search, not to replace engineering judgement.

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