Human-confirmed repair intelligence
From an incomplete request to a reviewable repair path.
GPT-5.6 turns incomplete multilingual requests into editable intake while deterministic catalog logic and one human decision preserve exact identity.
4
clear stages
one human decision
Step 01
Checking GPT-5.6…
Describe the vehicle and job
Privacy guard: use vehicle characteristics only. Do not enter a vehicle identifier, name, email, phone number, or secret.
Step 02
Human gate
Review every proposed field
Prefill is a suggestion—not a vehicle decision. Correct anything that is missing before opening the synthetic catalog union.
Step 03
Awaiting confirmation
Visual repair path
Confirm a synthetic catalog option to reveal the node, path, parts, and provenance.
Step 04
Found a workflow issue?
Submit a privacy-safe category report. Optional note text is discarded without retention; only a redacted aggregate remains.