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An engineer reaching toward an abstract glowing network of gears and circuitry on a factory floor, symbolizing the gap between individual AI competency and certified industrial systems.

Certified People, Uncertified Plants

Role-based AI workforce certifications are multiplying alongside IEC 62443 system certifications, but nothing links a person's credential to a plant's compliance status.