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ENGINEERING AI WORKFLOW · 10/16

Check material submittals with AI

Compare technical sheets, certificates, standards, tests, samples and review comments without treating brochures as proof.

Verified: 2026-08-12
Tool stack

NotebookLM + ChatPDF + ChatGPT

Compare technical sheets, certificates, standards, tests, samples and review comments without treating brochures as proof. Each tool is limited to the part of the task it can support; final responsibility remains with the project team.

NotebookLMChatPDFChatGPT
01

Controlled inputs

Submittal form, manufacturer data, specification, certificates and reviewer comments.

02

Deliverable

Material compliance matrix and gap register.

03

Human review

Standard edition, diameter, pressure class, lot, certificate body and sample consistency.

04

Data boundary

Do not upload unredacted contracts, identity data, credentials, private drawings, coordinates, signatures or other unauthorized project information.

Copyable promptCompare each requirement to supplier evidence; mark compliant, missing, conflicting or clarify, with page and revision for every conclusion.
PROCEDURE

Procedure

AI supports drafting and checking. Qualified people retain responsibility for facts, calculations, approvals and professional decisions.

  1. 01

    Freeze file revisions

  2. 02

    Extract specification clauses

  3. 03

    Map certificates and tests

  4. 04

    Check validity and lot

  5. 05

    Create the response list

Alternative tools

ClaudeAdobe Acrobat AI