Run Virtual Sensors inside the machine – robustly, at the edge

The Virtual Sensor Layer is the embedded software layer that deploys, executes, and manages Virtual Sensors directly inside the machine or vehicle.

What it does

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Structured, efficient model execution under real‑time and resource constraints.

Standardized handling of versions, parameters, and updates across fleets.

Built for long‑term operation, validation, and maintainability.

Run Physical-AI models reliably under real-time and resource-constrained conditions — without compromising robustness or maintainability.

Integrate Virtual Sensors as a clean, reusable software layer that fits modern embedded and system architectures.

Design scalable sensing architectures with clear separation between data, models, and applications — built for long-term operation.