The Power Electronics AI Agent

An intelligent design partner that reasons across device, converter, and system — accelerating every stage of power electronics development with physics-guided AI.

Device-Level Intelligence

The foundation: deep understanding of every semiconductor and passive component in your design.

Device characterization

Automated extraction of switching loss, conduction loss, and thermal parameters from datasheets and measurement data — building accurate models for SiC, GaN, and Si devices.

Component selection

AI-driven search across comprehensive device databases to find optimal components matching your voltage, current, thermal, and cost constraints.

Magnetics modeling

Core material selection, winding optimization, and copper/core loss estimation — automated sizing that respects thermal limits and manufacturability.

Converter-Level Intelligence

Where the AI Agent truly shines — orchestrating the full converter design flow in a single pass.

Topology exploration

Constraint-aware search across resonant and non-resonant architectures — LLC, DAB, multi-level DC-AC, interleaved buck/boost — with Pareto trade-off analysis.

Control synthesis

Automatic tuning of current/voltage loops, phase-shift and TPWM modulation strategies, soft-switching region mapping, and stability verification.

Multi-objective optimization

Efficiency, power density, cost, temperature, and EMI headroom — the agent finds the best trade-offs and explains the rationale behind each design point.

System-Level Intelligence

Scaling up from a single converter to an entire power network — with every piece co-optimized.

Microgrid architecture

AI-assisted design of DC and AC microgrids, hybrid distribution topologies, and renewable integration — optimized for resilience, efficiency, and cost.

Grid-level co-optimization

Every converter in the system is designed with awareness of the whole — mission profiles, load sharing, fault tolerance, and energy management work in concert.

Validation & feedback

Auto-generated HIL/SIL test matrices, data capture scripts, and repeatable lab workflows — feeding operational data back to the AI Agent for continuous improvement.

How to work with us

Consultancy

Work directly with our team to review architectures, optimize existing designs, or solve specific thermal, EMI, or control challenges using the AI Agent.

AI Agent as a Service

We run the full AI-driven pipeline and deliver design maps, BOMs, control parameters, and validation plans — you focus on your product, we handle the design intelligence.

Embedded integration

APIs and CLI tools that integrate the AI Agent into your existing toolchain — Python, MATLAB/Simulink, SPICE — with your datasets and validation rigs.

Start your project

Whether you're designing a next-generation DC-DC converter, building a microgrid for an AI data center, or exploring how the AI Agent can transform your workflow — let's talk.

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