<h2 data-pm-slice="1 1 []">Different edge AI products have different hardware requirements. A machine vision terminal may prioritize camera connections and high-speed storage, while a robotics controller may need additional communication interfaces, rugged power input, and a compact enclosure. A commercial display may require specific display outputs and customized mechanical integration.</h2>
Portworld supports embedded hardware development around the YC-Core3588 platform, helping customers adapt the computing solution to their product requirements. Depending on project scope, customization can include carrier board design, interface configuration, PCB and PCBA development, power architecture, enclosure integration, operating system adaptation, and manufacturing support.

Software integration and AI model deployment should be defined according to the project's requirements and validated against the selected hardware and software versions. Where required, engineering work can cover driver adaptation, system configuration, application integration, and deployment testing.

For businesses developing their own AI-enabled products, this approach provides a practical route from hardware evaluation and prototype development to customized production.

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