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AI-Powered Ingredient Recognition App for Consumer Product Database Automation
  1. case
  2. AI-Powered Ingredient Recognition App for Consumer Product Database Automation

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AI-Powered Ingredient Recognition App for Consumer Product Database Automation

osedea.com
Non-profit
Consumer products & services

Manual Data Entry Bottlenecks in Product Safety Analysis

Protégezvous! faces significant delays in manually transcribing ingredient lists from beauty product packaging into their database. Canadian regulatory gaps allow unreviewed cosmetic ingredients to reach shelves without toxicity warnings, while consumers struggle to interpret scientific labeling. The manual process creates operational bottlenecks and delays critical consumer safety recommendations.

About the Client

Nonprofit organization conducting product testing and consumer education in Quebec since 1973

Operational Efficiency and Consumer Safety Enhancement Goals

  • Automate ingredient list transcription using AI/ML technologies
  • Support 25+ languages for multilingual product labeling
  • Improve database update speed to match rapid product market entry
  • Enable early toxicity risk assessment capabilities

Core System Capabilities

  • Image capture and text extraction from curved/complex product labels
  • Multilingual OCR with scientific terminology recognition
  • Database integration for automatic ingredient list population
  • User feedback loop for transcription accuracy improvement

Technology Stack Requirements

Node.js
AWS
React Native
S3 bucket storage
SQL
Cognitive Services
OpenCV
Firebase

System Integration Needs

  • Existing product database synchronization
  • Firebase authentication for internal users
  • Cloud storage for label image archives

Operational Constraints

  • Support variable image resolutions (300dpi-4K)
  • Handle low-contrast/color-challenged labels
  • Maintain 95%+ transcription accuracy rate
  • Ensure data security for sensitive product information

Anticipated Business Outcomes

The solution will reduce manual data entry time by 80%, enabling real-time product database updates. By accelerating ingredient analysis, Protégezvous! can provide faster consumer safety recommendations while maintaining compliance with Quebec's consumer protection regulations. The AI system will support scalability for processing 10,000+ new products annually.

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