What this means in practice

  • Check that the camera angle actually shows the thing being counted or inspected.
  • Poor lighting, glare and motion blur matter more than megapixels.
  • Test on existing footage first; buy hardware only where results fall short.
  • Plan where processing happens — on site or in the cloud — based on bandwidth and privacy.

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.