MATLAB now offers a unified workflow to design, compress, and deploy AI-based virtual sensor models to embedded processors. The system uses formal verification to assert neural network behavior before generating library-free C code. This integration reduces memory footprints and speeds up execution. Engineers can now profile performance tradeoffs within a single environment.