Why late-stage customization changes the economics of packaging?

No matter how good your team is, manual inspection on a fast-moving line will always miss something. That's just physics. So what does AI vision actually change?

In packaging operations, messages/labels are more than identifiers—they carry brand identity, reputation, regulatory information, traceability data, and even consumer trust. For brands operating across multiple sites, how messages are designed, how data is managed, and accurate message printing can make or break efficiency.

The German Printing Ink Ordinance (GIO) is one of the most stringent European regulatory frameworks governing printed food contact materials (FCMs). Its purpose is clear: to prevent harmful chemicals from migrating from printed articles and materials onto food and to ensure consumer safety through a transparent, traceable supply chain.

When I speak with manufacturers who are ready to make the leap to GS1 Digital Link and 2D barcodes, they told me they have done their homework: they understand the regulatory pressure, they know the industry is shifting, and they want to get ahead of it.

Among many packaging materials available on today’s market, glass is often perceived as one of the best choices due to its premium appearance, recyclability, and product quality preservation.