Gap is a review step.
Name the specific point where the current workflow loses record context.
ALTERNATIVE / GENERAL AI / CHECK BEFORE ISSUE
When chat loses the source, the record loses its proof
A guide to when general chat is not enough for structured welding evidence and review.
Open the review checklistALTERNATIVE / CONTROL THE TRANSITION
A replacement is credible when it preserves the source, exposes uncertainty, and improves review ownership.
Control is a review step.
Identify the source, field, reviewer, and release state that need to stay connected.
Transition is a review step.
Move in stages so the existing record remains explainable during changeover.
OFFICIAL COMPARISON SOURCES
Named tools link to their official sources. The workflow judgment remains visible on this page.
Migration · AI WeldLog
Plan the move without losing the current record: ChatGPT
This page is for QA teams reviewing machine-assisted weld records working on ChatGPT. Use it as a practical part of AI-assisted weld-log preparation with an explicit human check.
Keep a read-only copy of the accepted baseline
For chatgpt, check source drawing and extracted field.
Move one controlled workflow before the whole project
For chatgpt, check confidence and exception.
Reconcile every open item before retiring the old method
For chatgpt, check reviewer and correction.
Published by the Piping Tools Limited research and editorial team. Published 2026-07-25; reviewed 2026-07-28. External practitioner review is credited only when consent and scope are recorded. Coverage is limited to AI weld-log generation with source-linked human review.