Generative AI can help create an outline, summarize approved source material, or make technical prose easier for a client to read. It cannot take responsibility for the report’s accuracy or professional meaning. The engineer and firm remain accountable for what the report says, what it leaves out, and how its conclusions are used.
Use source material the firm is authorized to process, and follow client requirements for data handling and disclosure. Keep the source record available while drafting. Check every factual statement, calculation, citation, unit, date, and assumption against original records. Confirm that the report separates observed conditions from client-provided information, analysis, and recommendations. A generated paragraph can blur those categories, so make the distinctions explicit in the final document.
A useful review method is to mark each sentence that contains a technical fact or conclusion and identify its source. If the model provides a citation, open and read the cited material. Remove references that cannot be verified. Have the technical author check whether the report reflects actual field work, analysis, and professional reasoning. Route the draft through the firm’s normal quality review and approval process, including any required independent check.
The owner can ask the report lead what parts of the workflow AI may support and what must remain under direct engineering review. Ask the client contact whether AI use must be disclosed, and ask the security or legal contact whether the source material may be entered into the selected system. Keep prompts and review records if firm procedure or the contract requires them, while preserving a clear record of who made the engineering decisions.
Do not use generated text to replace required site observations, testing, calculations, or analysis. Licensed PE judgment and local codes govern.
It can help prepare an outline or improve plain-language wording, but a qualified engineer must verify the facts, calculations, assumptions, citations, and conclusions. Provide only information the firm is allowed to share, and treat generated text as an unverified draft. For example, an engineer might ask for a clearer summary of a drainage analysis, then check every statement against the calculations and plans. The responsible PE should approve the final report under applicable codes and firm procedures, with the source material and review record retained in the project file.
This is general education, not engineering, legal, tax, or investment advice.
