Visual Part Verification for Small and Large Components in Manufacturing

Manufacturing environments often struggle with part identification - especially when dealing with extremely small components, large fabricated pieces, or custom parts that do not carry unique barcodes. Visual similarities between components, incomplete inventory systems, or manual kitting processes create room for costly mistakes.

Tiliter’s Vision AI Agents use computer vision to match and verify parts using real images taken on the factory floor. Instead of relying on barcodes or serial numbers, our models identify items based on shape, finish, size, and other visual features. They can recognise parts laid out in trays, on conveyor belts, or arriving in mixed kits.

Vision AI helps manufacturers:

• Identify and match components where barcodes are impractical or missing
• Verify kit contents before they move to the assembly line
• Detect and flag visually similar but incorrect items early in the process
• Support quality control when traditional systems fall short
• Build traceability without changing hardware or adding QR codes

A factory processing thousands of components per day can reduce misbuilds and slowdowns by integrating Vision AI checks directly into existing workstations. From kitting and staging to packing and inspection, Vision AI Agents help ensure the right part ends up in the right place—without slowing down production.