Automating refurbished inventory without losing the human check
A practical outline for using automation to speed up intake while keeping condition grading accountable.

Refurbished inventory has a high amount of repeat data entry, but the useful details still come from a technician who has the machine in front of them.
The goal is not to remove the human check. The goal is to make the repetitive parts faster: serial capture, model lookup, condition templates, photo naming, product drafts, and stock handoff.
Intake flow
- Record the device identity.
- Run health checks.
- Grade condition with a consistent rubric.
- Generate a product draft from approved fields.
- Hold for a final human review before publish.