
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: ECLASS is a cross-industry standard for classifying and unambiguously describing products and services. It is maintained by ECLASS e.V. and is widely used in industry, procurement and engineering.
ETIM is particularly relevant to distributors of electrical and building services products, while ECLASS is more widely used in industry, procurement and for technical data throughout the product lifecycle. Many manufacturers need to support both. A PIM system maintains an internal data model and maps it to both standards.
ECLASS properties are also used for digital twins and the Asset Administration Shell. Well-structured product data therefore also helps meet future requirements such as the Digital Product Passport.
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