Step 1 of 3

Give the part more than one angle.

PartThis now inspects the actual pixels, reads markings, compares geometry, and tells you what evidence is still missing.

Whole outlinePhotograph the complete part on a plain background.
Micro detailsAdd a close view of molded text, seals, and thread openings.
Known scaleA ruler or common coin turns a guess into useful dimensional evidence.
With PARTTHIS_VISION_MODE=mock, the full workflow runs without an API call. Switch to live only when you are ready to test real pixels.