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A solid, certified-looking gear mechanism on a factory floor beneath an unstructured cloud of light representing an uncertified AI layer hovering above it.

Two Tiers of Trust

Industrial AI buyers face a widening gap between a control layer that is getting real third-party certification and an AI layer that still is not.

A robotic arm reaches toward a translucent human silhouette of light in a dim industrial control room, evoking the gap between certified machinery and ungoverned AI decisions.

The Governance Layer Industrial AI Standards Still Lack

Standards bodies now admit embodied AI has no governing framework, leaving buyers with product certificates but no equivalent AI management evidence.