Insights

From ERP Data to CEO / PMC AI Copilot: What Data Foundation Is Required?

A manufacturing semantic layer, data quality, permissions and business context determine whether an enterprise AI copilot can be trusted.

AI cannot reliably answer by simply connecting to a database

Technical fields must be mapped into business semantics such as orders, customers, materials, work orders, resources, inventory and cost.

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