
AI in PIM 2026: What vendors actually deliver today
Which AI capabilities PIM vendors actually deliver in 2026: an overview of agents, MCP servers, custom AI models and pricing across 17 vendors, plus obligations under the EU AI Act.
In brief: Data governance defines who is responsible for which product data, how it is maintained and how its quality is assured. It provides the organisational foundation for a PIM system to work effectively over the long term.
Many PIM projects fail not because of technology, but because responsibilities are unclear. If no one is responsible for an attribute, data quality quickly deteriorates again. Governance therefore needs to be established before system implementation, not afterwards.
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