What this means in practice

  • Plan photo passes that cover each element at a set distance and in good light.
  • Label your own inspection photos for cracks, spalling, exposed rebar and staining.
  • Train or tune a model that marks defects and links each one to a structural element.
  • A qualified inspector or engineer confirms marks and takes field measurements as needed.
  • Compare passes over time and use confirmed findings to plan repair and the next inspection.

How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.