What this means in practice

  • Collect past hull videos and photos that surveyors have already reviewed, across different water clarity and lighting
  • Label the conditions the inspection program tracks, plus clean hull sections for comparison
  • Run new footage through the model and list flagged frames by time and hull area
  • Have a qualified surveyor or engineer review each flagged frame and record the finding
  • Add reviewed frames back into training so the model fits the fleet, coatings and local waters

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.