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Formula to facts: How structured data makes AI reliable in formulated goods

June 18 @ 12:00 am - 1:00 am EDT

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AI can accelerate product development and commercialisation—when it’s grounded in structured, standardised product data. Learn how GS1 global data standards and 2D barcodes establish AI-ready information flows, and how Centric’s AI-driven PLM helps formulated goods organisations move faster, stay compliant, and improve profitability.

What you’ll take away

  • A leadership perspective on AI readiness: why data quality, structure, and standards determine outcomes
  • How 2D barcodes can unlock customer-facing content (product stories, ingredients/allergens, promotional information)
  • How AI-powered PLM can streamline cross-functional execution—reducing rework and accelerating time-to-market
  • Real-world examples and case studies relevant to formulated goods categories

Who should attend

This session is designed for GS1 Members, and brands/manufacturers in:

  • Food & Beverage
  • Dairy
  • Cosmetics and Personal Care
  • Retail