Most organizations do not have an AI problem. They have a product data problem that AI is about to make visible.
AI promises faster decisions, deeper insight and greater automation across product compliance. But it can only be as reliable as the information supporting it. For many organizations, supplier, formulation, chemical, regulatory and sustainability data remains spread across spreadsheets, regional systems, acquired businesses and third-party tools. These disconnected sources make it difficult for teams to see, trust and use the complete product picture.
Join UL Solutions and independent analyst firm Verdantix for a live discussion on why fragmented product data limits automation and what organizations should fix before adding AI. Verdantix will share market perspectives on product data maturity, while UL Solutions leaders will examine why silos persist, what happens when systems disagree and how organizations can build a foundation worth automating.
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