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ENGINEERING AI WORKFLOW · 02/16

Turn supervision comments into a close-out register

Convert review notes, letters and annotations into accountable corrective actions.

Verified: 2026-08-12
Tool stack

Claude + NotebookLM + ChatGPT

Convert review notes, letters and annotations into accountable corrective actions. Each tool is limited to the part of the task it can support; final responsibility remains with the project team.

ClaudeNotebookLMChatGPT
01

Controlled inputs

Review comments, submitted method, governing requirements and response deadline.

02

Deliverable

A corrective-action register and item-by-item response draft.

03

Human review

Omissions, owner acceptance, dates, contractual basis and synchronized attachments.

04

Data boundary

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

Copyable promptFor each comment list source text, issue, section, correction, owner, evidence, due date and response; cite only supplied requirements.
PROCEDURE

Procedure

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

  1. 01

    Freeze the reviewed version

  2. 02

    Number every comment

  3. 03

    Map comments to document sections

  4. 04

    Identify design, supply and site dependencies

  5. 05

    Issue the response matrix

Alternative tools

ChatPDFMicrosoft Copilot