Use case · Evidence-backed engineering Q&A

In development

Engineering Q&A: answers with the governing clause

A question in plain language, answered from your own standards, specifications and project documents, with the governing clause and the page it came from attached.

The problem

Engineering knowledge management stops at finding the document

An engineer needs one number: the temperature limit that applies to a line, the material qualification for a service, the rating a flange has to meet. The answer is in the documents. So are forty other numbers that look like it.

So they ask the person who knows. That person answers from memory, which is usually right and occasionally out of date, and the exchange leaves no record either way.

Why search does not solve it

Search returns documents. An engineer needs the requirement that governs, which is a different thing entirely when four documents speak to the same parameter.

The one that matches your words is rarely the one that rules.

What an answer looks like

Chat with your documents, and get the clause back

Anything an engineer will act on has to be checkable. Every answer names the document that governs, quotes the line, and says what it outranked to get there.

That is the same evidence a finding already carries today, asked a different way.

ASKED

What minimum design temperature applies to line 4"-PG-1102?

ANSWERED

−46 °C. Set by the approved deviation for this project, which overrides the limit stated in the project specification.

Approved deviation A-12Materials and service conditions, sour service
Ranked belowOwner standard § 6.2 · project specification rev 3

Illustrative. The answer carries the governing clause and what it superseded, so it can be used in a decision.

Where this is today

Most of it is already running

Engineering Q&A is a new way to ask a question of machinery that already exists. The library, the extraction and the precedence logic are in place and working; the question interface arrives in in development.

A governed library of your standards and addendaThe documents an answer would be drawn fromIN PLACE
Requirements read at clause levelObligations extracted with the clause they came fromIN PLACE
Precedence applied per projectSo the answer is the one that governs, not the first matchIN PLACE
Evidence carried on every resultClause, quote and source already travel with a findingIN PLACE
Asking it as a questionPlain language in, cited answer outIN DEVELOPMENT

What it is for

The questions that currently interrupt someone senior

Every one of these has a right answer sitting in the project documents, and every one currently costs a conversation.

TYPICAL QUESTIONS
LIMITWhich temperature limit applies to this lineAnd which document sets itPIPING
MATERIALWhat qualification does this service requireUnder the standard that governs hereMATERIALS
SCOPEDoes this clause apply to our disciplineOr was it written for anotherDISCIPLINE LEAD
CHANGEDid the addendum change this requirementAnd what did it change it fromPROJECT ENG

FAQ

Questions about engineering Q&A

Is engineering Q&A available yet?

It is in development. The library, clause-level extraction and precedence it depends on are in place today, so what is being built is the way of asking rather than the reasoning behind the answer.

How is this different from searching our document system?

Search returns documents that match your words. This returns the requirement that governs, which is a different result when several documents speak to the same parameter and one of them outranks the rest.

Can we trust an answer enough to act on it?

Act on the clause, not the sentence. Every answer names the governing document and quotes the line, so it is verified against the source in seconds rather than taken on faith.

What does it draw on?

Your own standards, specifications, addenda and project documents. Nothing from outside the library you load, which is what makes the answer specific to your project rather than general.

Does it answer differently on different projects?

Yes, and it should. Each project ranks its own documents, so the same question about the same parameter can have two different right answers on two jobs.

Can we get early access?

Talk to us. Early access is worth scoping around a project where the standards library is already loaded, since the quality of an answer follows the quality of what it reads.

Next step

Get the library in place first.

What the answers are drawn from is worth loading now, and it earns its keep on review work in the meantime.