What this means in practice

  • Fixed cameras and even lighting at the end of the line or the packing table take pictures of each shoe or boot from the sides, toe, heel and sole.
  • The model is trained on the clients own styles and materials. It flags extra glue, gaps where the sole meets the upper, crooked, skipped or loose stitching, scuffs and wrinkles, color differences, and a left and right that do not match in size or color.
  • Each flag is saved with a photo, the style, size, color and batch, and the line, so the team can see if one station, mold or material lot keeps causing the same problem.
  • A quality lead checks every flagged pair and decides whether it ships, gets fixed or is pulled. The cameras point at the product, not at workers, and any people caught in view are blurred.
  • Start with one line and one style, compare the camera flags with what the inspectors find for a few weeks, and keep the existing wear tests, material tests and label checks in place.

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.