FAQ

Common questions about the AI Agent, data, IP, accuracy, and delivery.

What is the Power Electronics AI Agent?

It is an intelligent design partner that assists engineers across the full power electronics stack — from device characterization to converter optimization to system-level architecture — using physics-guided AI models that learn and improve with each design cycle.

Do you sign NDAs?

Yes. We routinely work under NDA and respect export controls. Your proprietary information, designs, and datasets remain confidential.

Where does the training data come from?

Our models combine device datasheets, published research, public datasets, and private measurements. All models are physics-guided and validated against experimental hardware data.

On-prem vs cloud?

Both deployment options are available. Private datasets remain your intellectual property, and the AI Agent can run on your preferred infrastructure.

What accuracy can I expect?

Efficiency predictions typically match experimental results within 1–2% for well-characterized topologies. The agent continuously improves as more validation data feeds back into its models.

Can it integrate with our existing tools?

Yes. We provide APIs and CLI tools that connect the AI Agent to Python, MATLAB/Simulink, SPICE simulators, and custom in-house toolchains.