AI can only work with the product data it’s given.

As customers turn to AI tools to research and source products, and as distributors use AI in their own operations, the quality of product information has become a competitive issue. Incomplete, inconsistent, or unstructured data limits what AI can do and keeps products out of the answers buyers see. Lucy Edosomwan, Digital Integrity Specialist at Siemens Electrical Products, joins us to explore how distributors can structure, govern, and maintain product data that holds up in an AI-driven market.

This session looks at the practical work behind AI readiness. It covers why trusted data underpins digital commerce, automation, and analytics, and where distributors should focus first.

Key Takeaways

  • Trusted product data is the foundation for AI, digital commerce, and automation
  • Product information AI can’t find or read is left out of customer research
  • Data governance decides whether product information stays accurate over time
  • Technical content locked in PDFs and brochures limits discoverability
  • AI readiness depends on people and process as much as technology

What You’ll Learn

  • How AI-assisted research is changing the way customers find and evaluate products before contacting a distributor.
  • What well-structured, AI-ready product data looks like, and the common gaps that keep it from performing.
  • How data governance practices keep product information accurate, consistent, and usable across systems.
  • How distributors and manufacturers can work together to improve product data across the supply chain.
  • Where to start when assessing your organization’s product data for AI readiness.

Who Should Attend

Distribution executives who need to understand how product data quality affects AI investments and competitive position.

Ecommerce, marketing, and product content leaders responsible for online visibility and the customer experience.

Operations and IT leaders managing the data foundations behind automation, analytics, and AI initiatives.in, and operations leaders managing global supplier relationships.

hosts


Brian Hopkins

Chief Operations Officer, Distribution Strategy Group

Brooks Hamilton

Founder & CEO, AI Strategy Advisors

GUEST


Lucy Edosomwan

Digital Integrity Specialist, Siemens Electrical Products

Bios


Brian Hopkins

Chief Operations Officer, Distribution Strategy Group

Brian Hopkins is recognized for his expertise in customer service and operational efficiency within the industrial distribution sector. His career trajectory showcases a series of impactful leadership roles, marked by innovation and strategic growth.

Brooks Hamilton

Founder & CEO, AI Strategy Advisors

Brooks Hamilton is the founder and CEO of AI Strategy Advisors, which helps large enterprises build and implement AI strategies. With a deep understanding of both AI technology and business operations, his company is positioned to help organizations navigate the rapidly evolving AI landscape. Previously, Brooks held executive positions at Zilliant, where he worked with dozens of leading distributors to design and deploy AI sales, pricing, and revenue management applications. 

Lucy Edosomwan

Digital Integrity Specialist, Siemens Electrical Products

Lucy Edosomwan works in product data and data governance at Siemens Electrical Products, where she focuses on the structure, governance, and integrity of complex product information. Her work explores how trusted data can support digital commerce, automation, analytics, and artificial intelligence across industrial organizations. Lucy writes and speaks about data strategy, AI readiness, and the relationship between people, information, and emerging technology.

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