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Architecture & Engineering

Specifications,
drafted from your master.

A specification is where design intent becomes a contract obligation. AI specification writing earns its place by starting from your own master specification and the model, and by refusing to invent a product or a standard.

Last reviewed 30 October 2026 · Engineering guidance, not legal or regulatory advice.
All Architecture & Engineering Firms →
Pixel illustration for Specification Writing: a small printing press producing a family of different page layouts.

The real shape of the problem

AI specification writing means drafting construction specification sections from a practice’s master specification, the project model and the design team’s decisions, then checking each named product and referenced standard for currency, so a specifier edits a near-complete section instead of starting from a blank clause.

Most practices already work from a master: NBS Chorus clauses structured to Uniclass 2015 in the UK, CSI MasterFormat sections in North America, or a house template in Word. The slow part is the project-specific layer: selecting the right clauses, filling in what the model already knows (wall types, finishes, door hardware), and catching references to a withdrawn British Standard or a discontinued product.

A model is good at the first two and dangerous at the third if left alone, because it will produce a plausible standard number that does not exist. So every product and standard in a draft is checked against a source you trust, and anything unverified is flagged rather than written as fact.

What it handles

01

Clause selection and fill

Sections built from your master, with clauses chosen and populated from the model’s types and properties, and from past projects with similar systems.
02

Model to spec, consistently

Each specified system is checked against the Revit or IFC model, so a wall type in the drawings and the clause that describes it say the same thing.
03

Currency checks

Referenced standards checked against your standards subscription and named products against manufacturer data, with superseded or unverified references flagged.
04

Not: the specifier

Performance requirements, fire and structural decisions and product approvals are made by the design team. The draft is a starting point a named specifier edits and issues.

How we validate it

We take sections your practice has issued on completed projects, regenerate them from the master and the model, and compare with what a specifier actually wrote. Differences are reviewed with the specifier, and they often expose clauses the master has never caught up with. Fabricated references are a stop, not a metric: any draft with a standard or product the checker cannot verify is held.

Under the Building Safety Act 2022, information about higher-risk buildings has to be kept accurate and current as part of the golden thread, which makes a specification consistent with the model more than good practice. For checks on the model itself, see BIM quality checks.

How a section is drafted

SPEC PATH
  1. 01
    Master specification

    NBS, MasterFormat or house

  2. 02
    Read the model

    types · properties · systems

  3. 03
    Draft section

    clauses selected and filled

  4. 04
    Check references

    standards and products

  5. 05
    Specifier edits

    and issues

  6. 06 · Branch / escalation
    Unverified

    held and flagged, not written

Solid: the drafting pathDashed: references a specifier must confirm
The model fills in what the drawings already decided. Anything it cannot verify is shown as a question, not a clause.
Questions

Questions about Specification Writing.

Can AI write construction specifications?

It can draft them well from a master specification and a model, which covers most of the typing. It should not be trusted to choose performance requirements, approve products or reference standards unchecked, because a language model will produce plausible references that do not exist. That is why every reference is verified and a specifier signs the section.

Does it work with NBS Chorus or MasterFormat?

Yes. We build around the structure you already use, whether NBS Chorus clauses classified by Uniclass 2015, CSI MasterFormat sections or a house template. Where your platform has an export or API, drafts go back into it so the specifier edits in a familiar tool rather than in a new interface.

How are outdated standards caught?

Every referenced standard is compared with the current list from your standards subscription, such as BSI or UNE, and every named product with manufacturer data. Withdrawn, superseded or unmatched references are flagged in the draft for the specifier. The check is only as current as the source you subscribe to, and the draft records the date it was run.

Shipped & in build

Real work. Check it yourself.

What we built, what stage it is at, and a link to the live thing wherever there is one.

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youros.tech — the homepage bento hero
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Let’s talk

Start from
your master.

Bring an issued section and its model; we will regenerate it and walk through the differences with your specifier.

30-minute technical call · no deck