| Pharmaceuticals | Checking medicine packs, cartons, labels, and serialized products before shipment or aggregation. | Data Matrix GS1-128 Code 128 | Readability, encoded product identity, batch number, expiration date, serial number, print contrast, and code position. | 60–300 packs/min | ISO/IEC 15415, ISO/IEC 15416, GS1 application identifiers, and regional traceability requirements. | Missing code, wrong data, duplicate serial number, low contrast, damaged modules, and incorrect placement. |
| Food and Beverage | Inspecting codes on bottles, cans, pouches, cartons, trays, and cases for traceability and production control. | EAN/UPC GS1-128 GS1 DataBar QR Code | Presence, readability, lot code, best-before date, print quality, orientation, and correct product-to-code matching. | 100–1,200 containers/min | GS1 identification rules, ISO/IEC barcode quality methods, and applicable food traceability regulations. | Smudged ink, incomplete print, incorrect date, curved-surface distortion, poor contrast, and unreadable quiet zones. |
| Logistics and Warehousing | Verifying shipping labels, parcel routing codes, pallet labels, sortation identifiers, and proof-of-dispatch records. | Code 128 ITF-14 GS1-128 QR Code | Multiple-code reading, data matching, omnidirectional reading, label presence, location, and scan reliability. | 600–4,000 parcels/hour | GS1 logistics label guidelines, ISO/IEC symbology standards, and carrier-specific data requirements. | Wrong routing data, duplicate labels, missing labels, label overlap, damaged bars, and poor alignment. |
| Automotive | Tracking components, work-in-process parts, engines, assemblies, returnable containers, and finished vehicles. | Data Matrix Code 39 Code 128 QR Code | Direct-part-mark readability, component identity, production sequence, grade, position, and database verification. | 20–240 parts/min | ISO/IEC 15415, ISO/IEC 15459, direct-part-marking practices, and customer traceability specifications. | Low-contrast marks, dot-peen deformation, laser variation, surface glare, wrong part number, and missing marks. |
| Electronics | Inspecting printed circuit boards, semiconductor packages, component reels, trays, and serialized assemblies. | Data Matrix QR Code Code 128 Code 39 | Small-module readability, component traceability, orientation, serialization, print quality, and code-to-production-record matching. | 30–600 boards/min | ISO/IEC 15415, ISO/IEC 15459, and manufacturing traceability procedures. | Insufficient cell contrast, missing cells, solder or coating contamination, wrong orientation, and duplicate identification. |
| Medical Devices | Verifying identifiers on sterile packs, instruments, implants, labels, cartons, and transport packaging. | UDI Data Matrix GS1-128 Code 128 | UDI data accuracy, lot or serial number, expiration date, readability after sterilization, label presence, and placement. | 30–180 units/min | ISO/IEC 15415, ISO/IEC 15416, UDI-related regulatory frameworks, and GS1 identification rules. | Incorrect UDI data, low-quality print, label mismatch, missing expiration date, and unreadable codes after packaging. |
| Cosmetics and Personal Care | Checking codes on bottles, tubes, jars, cartons, gift sets, and secondary packaging for product authentication and inventory control. | EAN/UPC Code 128 QR Code Data Matrix | Barcode presence, product-to-label matching, batch or lot information, contrast, position, and packaging-surface compatibility. | 80–500 units/min | ISO/IEC barcode quality standards, GS1 identification practices, and market-specific labeling requirements. | Reflective packaging, curved-surface distortion, incorrect batch code, smearing, missing print, and poor quiet zones. |
| Retail and Consumer Goods | Inspecting retail packs, private-label products, promotional bundles, shelf-ready packaging, and case labels. | EAN/UPC ITF-14 GS1-128 QR Code | Point-of-sale readability, item identity, case-to-item consistency, placement, print contrast, and promotional content accuracy. | 100–800 units/min | GS1 General Specifications, ISO/IEC 15416, ISO/IEC 15415, and retailer packaging specifications. | Wrong item number, duplicate barcode, truncated bars, damaged label, poor contrast, and incorrect case quantity. |
| Industrial Manufacturing | Tracking raw materials, work orders, fabricated parts, tools, containers, and finished equipment through production stages. | Code 39 Code 128 Data Matrix QR Code | Part identity, work-order data, operator or process records, direct marking quality, and database validation. | 10–300 items/min | ISO/IEC 15415, ISO/IEC 15459, and company-specific manufacturing execution procedures. | Incorrect part number, unreadable direct mark, damaged label, duplicate ID, poor placement, and database mismatch. |