Ensure compliance and traceability at line speed. Read and verify text, barcodes, and labels across any surface and lighting conditions with PLC/MES integration.
In the rapidly evolving landscape of Industry 4.0 and smart manufacturing, the ability to accurately and efficiently process visual information is paramount. DigitFactory's AI Vision solution extends beyond traditional defect detection to encompass critical functionalities such as Optical Character Recognition (OCR), Code Reading, and Label Verification. These advanced capabilities are essential for ensuring comprehensive quality control, enhancing traceability, and streamlining operations across diverse industrial applications.
By leveraging cutting-edge Artificial Intelligence and machine learning, our AI Vision system provides unparalleled precision, speed, and reliability in handling textual and coded information, empowering manufacturers to achieve new levels of automation and operational excellence.
Read rate
Per read
15415/15416 grading
Traceability
Optical Character Recognition (OCR) is a technology that converts different types of documents, such as scanned paper documents, PDF files, or images captured by a camera, into editable and searchable data. In the context of industrial automation and manufacturing, AI-powered OCR goes beyond simple text extraction; it enables machines to "read" and interpret human-readable text on products, packaging, and components, facilitating automated data entry, quality control, and traceability.
Traditional OCR systems often struggle with the complexities of real-world industrial environments, such as variations in lighting, font types, surface textures, and potential damage to characters. AI-driven OCR, however, leverages advanced machine learning algorithms to overcome these challenges. By training on vast datasets of industrial images, AI models can accurately recognize characters even under suboptimal conditions, including distorted, low-contrast, or partially obscured text. This capability is crucial for applications where precision and reliability are non-negotiable.
DigitFactory's AI Vision for OCR is designed to handle the rigorous demands of manufacturing lines. Our system can:
AI-powered OCR offers a multitude of applications that enhance efficiency and accuracy in manufacturing:
Automatically extract information from labels, invoices, and production documents, reducing manual data entry errors and accelerating administrative processes.
Verify the correctness of printed information on products and packaging, such as part numbers, manufacturing dates, and regulatory compliance data. This prevents mislabeling and ensures product integrity.
Read unique serial numbers and batch codes to track products throughout the supply chain, enabling comprehensive traceability from raw materials to finished goods.
Automate the reading of product codes and quantities on incoming and outgoing goods, improving inventory accuracy and reducing human error in logistics.
Ensure that the correct components are used in assembly by reading and verifying part numbers on individual components.
By integrating AI-powered OCR into your production processes, DigitFactory's AI Vision solution helps you achieve higher levels of automation, reduce operational costs, and ensure the integrity of your product information.
Code reading, in the context of industrial AI Vision, refers to the automated identification and interpretation of various machine-readable codes, primarily 1D barcodes and 2D codes like QR codes and Data Matrix codes. These codes serve as crucial carriers of information, enabling efficient tracking, identification, and data management throughout the manufacturing process and supply chain. DigitFactory's AI Vision system provides robust code reading capabilities, ensuring high accuracy and speed even in challenging industrial environments.
Manual code scanning is often slow, prone to errors, and impractical in high-volume production settings. Automated code reading systems, powered by advanced computer vision and AI, overcome these limitations by rapidly and reliably decoding information embedded in these visual patterns. This automation is critical for:
Our AI Vision solution is engineered to excel in the demanding conditions of manufacturing facilities. Leveraging our expertise in industrial automation and Edge AI processing with NVIDIA Jetson, our code reading capabilities include:
Automated code reading is indispensable across numerous manufacturing applications:
Track components and assemblies as they move through different stages of production, providing real-time visibility into manufacturing progress.
Automate the receiving, storage, and shipping of goods by rapidly scanning codes on pallets, cartons, and individual items, improving warehouse efficiency and accuracy.
Ensure that the correct parts are assembled by scanning and verifying codes on components before or during the assembly process.
Use unique serialized codes to verify product authenticity and combat counterfeiting, protecting brand integrity and consumer safety.
Verify that the correct product is in the correct package with the correct shipping label, minimizing errors in fulfillment.
By integrating DigitFactory's AI Vision for Code Reading, manufacturers can achieve unparalleled levels of traceability, efficiency, and accuracy in their operations, laying a strong foundation for smart manufacturing initiatives.
Label verification, a critical component of quality control in manufacturing, involves the automated inspection of labels on products and packaging to ensure their accuracy, integrity, and compliance with design specifications and regulatory requirements. DigitFactory's AI Vision solution provides advanced label verification capabilities, leveraging artificial intelligence and computer vision to detect a wide range of label defects and inconsistencies with exceptional precision and speed.
Labels are more than just decorative elements; they carry vital information, including product identification, ingredients, usage instructions, safety warnings, and regulatory marks. Errors in labeling can lead to significant consequences, such as:
Automated label verification with AI Vision addresses these challenges by providing a consistent, objective, and high-speed inspection process that ensures every label meets the highest quality standards.
Our AI Vision system is designed to perform comprehensive label inspections, identifying even subtle defects that might be missed by the human eye or traditional rule-based systems. Key capabilities include:
Confirming that the label is present and correctly positioned on the product or packaging.
Verifying text (using integrated OCR), barcodes, and 2D codes (using integrated code reading) against a master database or golden image to ensure all information is correct and legible.
Detecting print defects such as smudges, blurs, voids, misprints, and color variations.
Ensuring that logos, graphics, and other visual elements are correctly printed, aligned, and free from distortions.
Automatically checking the accuracy and legibility of variable data like batch numbers, expiry dates, and manufacturing dates.
Simultaneously inspecting multiple labels on a single product or package, or verifying different sides of a product.
Ensuring that labels adhere to specific industry standards, regional regulations, and internal quality guidelines.
Leveraging our Edge AI processing on NVIDIA Jetson, DigitFactory's AI Vision for Label Verification operates in real-time, providing immediate feedback and enabling automated rejection of non-conforming products. This proactive approach minimizes waste, reduces rework, and safeguards brand reputation.
Label verification is crucial across a wide array of manufacturing sectors:
Ensuring accurate ingredient lists, nutritional information, allergen warnings, and expiry dates on packaging to meet strict food safety regulations.
Verifying drug names, dosages, batch numbers, and serialization codes on medicine packaging for patient safety and regulatory compliance.
Confirming product names, ingredients, usage instructions, and branding elements on bottles, jars, and tubes.
Inspecting part labels, VINs, and warning labels for accuracy and legibility on components and finished vehicles.
Verifying model numbers, serial numbers, safety certifications, and branding on product packaging.
By implementing DigitFactory's AI Vision for Label Verification, manufacturers can significantly enhance product quality, reduce the risk of costly errors, and ensure full compliance with all relevant standards, ultimately protecting their brand and their consumers.
Reads inkjet, laser, dot-peen, embossed, and DPM text on flat/curved/reflective surfaces. Handles low contrast, motion blur, and variable fonts.
GS1, UDI, EAN/UPC, Code128, DataMatrix, and QR with print quality grading per ISO/IEC 15415/15416 standards.
Presence, position, orientation; artwork/template matching against a golden master; color and layout checks.
Regex and checksum validation for expiry, batch/lot, GTIN/SSCC, and cross-field consistency checks.
PLC triggers for automatic reject, MES/ERP API integration, per-unit archive with images and audit trail.
On-device processing for low latency and data privacy; works offline and scales across lines.
Packaging inspection AI goes beyond label text to evaluate the entire package presentation. DigitFactory's AI Vision system performs comprehensive print quality control and packaging verification at line speed, ensuring every product leaving your facility meets visual and functional standards. From print quality inspection of colors, alignment, and registration marks to barcode verification and QR code readability validation, our solution covers the full scope of packaging integrity.
AI-driven print quality control inspects color accuracy, alignment, registration marks, and overall print consistency. Detects smearing, fading, ghosting, and misregistration in real time across high-speed packaging lines.
Automated barcode verification grades every code per ISO/IEC 15415 and 15416, ensuring scanability across the supply chain. Catches low-contrast codes, truncated bars, and quiet zone violations before products ship.
OCR-based verification confirms that expiration dates and lot numbers are present, correctly formatted, and match production records — critical for recall readiness and shelf-life management.
Detects seal defects, flap misalignment, missing inserts, and damaged cartons. Vision-based integrity checks ensure the package protects the product and meets retail presentation standards.
Validates text across multiple languages on a single package — essential for products distributed across EU, MENA, and APAC markets. Confirms correct language-region pairing and translation completeness.
With packaging inspection AI from DigitFactory, manufacturers eliminate the risk of shipping non-conforming products while maintaining full-speed production. Our Edge AI processing on NVIDIA Jetson ensures sub-200ms inspection cycles with zero dependency on cloud connectivity.
Pharma label compliance and food label verification demand the highest accuracy standards in manufacturing. DigitFactory's AI Vision solution is built to meet the stringent regulatory requirements of pharmaceutical and food industries, providing automated compliance checks that reduce risk, prevent costly recalls, and maintain audit readiness at all times.
Full compliance with FDA 21 CFR Part 211 requirements for pharmaceutical labeling. Our system verifies drug name, strength, dosage form, NDC code, and all required cautionary statements — ensuring every package meets US market regulations.
Automated verification of UDI-DI and UDI-PI codes, CE marking, and mandatory labeling symbols per EU MDR 2017/745. Ensures medical devices carry all required identification and safety information before market release.
GS1 compliance verification covers GTIN, SSCC, and GS1 DataMatrix encoding. Our system validates data structure, check digits, and Application Identifiers to ensure seamless supply chain interoperability and full GS1 standards adherence.
Food label verification against EU FIC 1169/2011 requirements: mandatory allergen highlighting, nutritional declarations, net quantity, origin information, and minimum font size compliance for consumer-facing text.
Every inspected unit is logged with timestamped images, OCR results, pass/fail status, and operator ID. Full traceability and audit trail data is stored on-device and synchronized with MES/ERP systems for regulatory audits and recall investigations.
Supports pharmaceutical serialization workflows including unit-level serial number verification, parent-child aggregation (unit → bundle → case → pallet), and integration with track-and-trace systems for DSCSA and EU FMD compliance.
Whether you manufacture pharmaceuticals, medical devices, or food products, DigitFactory's pharma label compliance and food label verification capabilities ensure your labeling meets every regulatory requirement — automatically, at line speed, with a complete audit trail for every unit produced.
Achieve near-perfect read rates and bulletproof traceability. Let us assess your current prints and codes and propose a pilot that proves value quickly.
Schedule a free consultation