Montline.

AI Applications · Energy and Facility Inspection

Defect Review Work Orders and Report Loop

Detection creates value only when the result can be reviewed, assigned, acted on, and closed. We connect flagged imagery with human verification, work-order creation, status tracking, and final reporting so that each finding enters an accountable workflow.

10 of 10Method note

Overview

  • Each flagged item carries location, category, imagery and a confidence indication, so the reviewer can decide without opening the raw data.
  • The reviewer's decision is recorded, including "not a defect" — that feedback is what keeps future output usable.
  • Work orders are raised in the customer's own system where an API exists, rather than in a parallel list.
  • Closure is tracked, so the loop can be audited end to end.

Related pages

More in this area

Tell us what the system needs to do

We will tell you what is achievable, what it takes, and what we would need from you.

Discuss Your Project