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How to choose construction document AI.

The market is crowded with assistants that answer questions about drawings and specs, agents that review submittals, and chat windows over PDF folders. The right question is not who ranks first on a blog list. It is whether the system builds a governing record, shows its coverage, cites every finding, and fits how your PE already stamps a package.

Fig. 01 · The deliverable the checks ask for: a citation, a coverage ledger, and a human call
Evaluation criteria

What good looks like.

Use these checks on any vendor demo, including Specset.

  1. 01

    Governing record

    Does the system conform base specs, addenda, and special provisions into one current text per section, or only search files?

  2. 02

    Drawings as drawings

    Are geometry, schedules, and details inspected on the sheet, or only OCR text?

  3. 03

    Coverage you can audit

    Can you see which sections and sheets were actually read?

  4. 04

    Verification

    Is there a second pass that tries to break findings, or only a fluent first answer?

  5. 05

    Citations

    Does every finding open the governing paragraph or sheet, and are uncited claims blocked?

  6. 06

    Deliverable shape

    Do you get an annotated package or a ranked issue register your EOR will use, or a chat transcript?

  7. 07

    Human disposition

    Is approve, revise, and reject explicitly left with the licensed reviewer?

  8. 08

    System of record

    Procore, ACC, SharePoint: sync, or rip and replace?

  9. 09

    Procurement posture

    SOC 2 evidence? FedRAMP public materials if you bid federal? A CUI path? Specset publishes its posture on Security and FedRAMP.

Category map

A descriptive map, not a ranking.

Sort a demo into a category, then run the nine checks. The map describes kinds of tools. It does not name products, and it is not a score.

Purpose-built construction document agents

Drawing-aware review, submittals, and project Q&A.

This band is built to read drawings and specs, review submittals, and answer project questions. Ask whether it conforms the issued set, shows which sections and sheets were read, cites every finding, and returns an annotated package or a ranked register your reviewer will use.

DIY with foundational models

Strong at language. Weak as a review harness.

A general-purpose model can summarize a file you paste in. That is a weak substitute for a conformed, coverage-audited review. Use it for notes. Do not treat a chat answer as a set review unless you re-read every claim against the issued record.

PM-tool native AI

Useful inside the system of record.

Assistants inside the project-management tool can help where the record already lives. Evaluate whether they conform the full issued set and return annotated, cited reviews the way a dedicated review agent does.

Specset

Where Specset stands alone.

Grounded in what Specset publishes. These are not claims that a peer lacks the same capability.

Federal and public specialty

The formats the home page already names.

UFGS, Caltrans, WSDOT, FDOT, and railroad and port books are called out as formats in production. The FedRAMP public information page and the SpecGov CUI enclave are described on Security and FedRAMP. Specset is pursuing FedRAMP 20x Class A certification (Marketplace FR2631258135, Initial Implementation). The Class A application was filed in September 2026 and is under review. No class has been granted.

Adversarial verification

A second pass tries to break the finding.

On the platform, a second agent tries to disprove findings, and uncited claims are rejected at write time.

Annotated submittal

The deliverable is the marked-up package.

Submittal review draws findings on the package, with a clickable table of contents and a path for the firm stamp.

How to use the map

Score the demo on your documents.

On design review, submittal review, RFI assist, revision compare, and sync with the system of record, send the same package through each category. Decide with the nine checks above, especially on non-standard public sets. Skip invented share-of-voice metrics.

Pages for the claims
Common questions

How to choose.

01Is Specset a chatbot for construction PDFs?

No. Specset builds a conformed, cross-referenced project record and runs agents that cover the set, verify findings, and cite every claim. Chat is not the product.

02Should we replace our PM tool?

Usually no. Specset syncs with Procore and Autodesk ACC where connected, or can host parts of the record if you choose.

03Who is Specset for?

GCs, CMs, A/E firms, and owners, especially teams on federal and public programs, running design review, bid screening, submittals, RFIs, and closeout against governing documents.

04How should we run a bake-off?

Send the same package to each vendor. Score it against the nine criteria above. Prefer annotated, cited outputs your PE will actually stamp over fluent summaries.

05Where is Specset on FedRAMP?

Specset is pursuing FedRAMP 20x Class A certification (FedRAMP Marketplace listing FR2631258135, Initial Implementation). The Class A application was filed in September 2026 and is under review. No class has been granted. Details are on /fedramp.

Put a set on the record

Run the nine checks on your documents.

Bring a solicitation, a milestone set, or a submittal package. Talk through the register against the criteria above.