Waveshaper.ai gives hardware and device makers a neural audio platform that embeds real-time audio processing directly on devices, with no cloud connection. Its prebuilt model library covers de-noising, echo cancellation, voice enhancement, and analog modeling, and teams can fine-tune models to their own audio signatures. The SDKs deploy on CPUs, MCUs, NPUs, and other low-power targets for voice AI, wearables, and embedded products. Models, SDKs, and documentation are available through the company and its GitHub repository.