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F​ood and Beverage Traceability for Compliance and Recall Readiness​

​Stay ahead of food safety, compliance, and customer demands with Cognex. AI-powered barcode readers and OCR solutions deliver fast, dependable traceability – helping food and beverage manufacturers reduce recalls, boost efficiency, and ensure every product meets the highest standards.

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Cognex In-Sight 2800 vision system

​​In-Sight 2800 Series

​​Easy-to-use vision system with pre-trained AI for solving basic to intermediate-level processing tasks.

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Cognex DataMan 290 barcode scanner

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​​AI-powered barcode reader for any code, application, or environment, built to solve a range of scanning challenges with ease​

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​​Smart traceability for a safer food supply chain​ 

Every day, food and beverage manufacturers face increasing pressure to meet performance benchmarks, regulatory requirements, and consumer expectations. Beyond quality and production capacity, they have to ensure accurate tracking across warehousing and fulfillment operations, with many products requiring temperature-controlled storage and distribution to preserve food safety. 

Traditional traceability methods – manual logs, basic scanners, or limited 1D barcodes – struggle in this fast-paced environment due to damaged codes, limited data capacity, and a lack of full visibility. Advanced barcode scanning solutions solve these issues with unmatched accuracy and reliability, ensuring safety and end-to-end traceability across the food supply chain.​ 

​​Safeguard food and beverage quality, accelerate fulfillment, ensure compliance​

Image-based barcode reading, complemented by AI-powered optical character recognition (OCR), brings industry-leading read rates to ensure efficient tracking. From QR codes and lot numbers to serial IDs, Cognex readers capture and convert rich data, whether encoded in 2D data matrix codes or printed directly on packaging, into digital records that follow each product from raw ingredients to final delivery.

​By providing real-time traceability, Cognex helps food and beverage manufacturers to directly address critical operational challenges like accurate labeling, product integrity, and regulatory compliance.

  • ​Robust decoding: reliably read low contrast, printed or stamped codes on labels, caps, or cases.
  • ​Shelf-life visibility: instantly verify date codes and expiration info to preserve freshness and safety.
  • ​Supply chain transparency: ensure products of all sizes and shapes are correctly stored, sorted, and shipped.
  • ​Recall readiness: quickly identify and locate products.​ 
FMCG IS3800 Candy bag OCR + 2D Code

Cognex systems reliably read barcodes and text printed on flexible packaging at challenging angles.​


Cognex vision system reads barcode and text on a box

Track products and shipments through every stage of the food supply chain.


​​Improve food distribution operations with Cognex AI​

​​From packaging lines to distribution centers, Cognex AI-powered vision systems and barcode readers deliver advanced OCR and decoding capabilities. Designed for the real-world demands of food and beverage manufacturing, these solutions provide high-performance traceability for reading a wide variety of codes, even in challenging conditions.

​With minimal setup and seamless integration into your existing systems, Cognex products make it easy for manufacturers and distributors to keep products moving forward – even in the most complex food supply chains.

And with expert help available how you need it, from self-service tools or a global network of vision specialists, Cognex support empowers you to do more.​ 

Cognex barcode reader decoding 1D barcode on water bottle labels at high speed

​Cognex AI locates and scans challenging barcodes at high speeds.​


Cognex vision system reads text printed on multiple bottle caps in a single shot

A wide field of view allows Cognex systems to scan multiple products in a single shot.


Food And Beverage Solutions Guide | English

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Cognex vision system inspecting bottles on a conveyor
PanPass logo-testimonial-rendition

“With the support of Cognex vision technology, PanPass helps Yunmen resolve issues of traditional manual oversight, misdetections, and low production efficiency.” 

Zhang Yonghong 

Chairman and CEO of PanPass Technology 

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