Where B2B Commerce Breaks: Fixing the Catalog and Integration Layer Before It Costs You
AI puts a new kind of pressure on the systems behind B2B commerce. Product data that buyers could interpret for themselves now has to give AI enough context to make useful decisions.
Join Pivotree, HawkSearch, and OroCommerce on September 24 to see where the catalog and integration layer can break, and what B2B teams can fix before the problems reach buyers.
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What We'll Cover
Why AI needs more than a product catalog
Understand how product information, customer-specific pricing, permissions, and business rules all shape the recommendations an AI agent can make.
Why the “right” product depends on the buyer
Explore how different accounts, use cases, and purchasing rules change what an AI agent should recommend.
What agentic discovery looks like when it works
What has to happen across the data, commerce, and discovery layers to make the experience work.