Scan the source
Keep the source drawing, revision, and detected context visible before anyone treats an output as engineering evidence.
FEATURE / MATERIALS
Keep material evidence beside the decision
Connect material certificates and heat context to the piping records that need review.
REVIEW POINT
AI can surface a relationship. Engineering still needs the source, exception, reviewer, and release decision in view.
Inspect the exception
Make uncertainty, conflicts, and missing information visible to a named reviewer instead of hiding them in a chat thread.
Approve the handoff
Export a record that shows what was reviewed, what changed, and who accepted the release decision.
Workflow · AIP Workbench
Check how this capability behaves on a live record: Material Certs
This page is for engineering teams reviewing piping drawings working on Material Certs. Use it as a practical part of engineering drawing review, exceptions, and controlled handoff.
Start from the current approved source
For material certs, check source drawing and revision.
Follow ownership and status through the change
For material certs, check markup and exception owner.
Confirm the exported record is understandable on its own
For material certs, check response and approval.
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 piping-drawing review and exception management.