What this means in practice

  • A fixed camera aimed at the cylinder cage or rack takes a picture at set times, counts the cylinders and reads any tag, label or color band that shows the gas type.
  • The count is split into full, empty and unknown, using the tags or the area of the cage each cylinder stands in, so the team can reorder or book a pickup before they run out.
  • The model is trained on the clients own cylinders and cages. It can also flag cylinders that are not chained or strapped, missing valve caps, damaged labels, and full and empty cylinders stored in the wrong area.
  • A trained staff member checks every flag and fixes the issue by hand. The camera points at the cage, not at people, and any people or plates caught in view are blurred.
  • Start with one cage and one gas type, compare the camera count with a hand count for a few weeks, and keep the existing safety checks, supplier inspections and fire code rules exactly as they are.

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.