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    Kai.ai · HealthTech · Takeovers and rebuilds

    A voice-first AI care companion, from prototype to production

    We took a founder-built prototype of an AI primary-care companion and turned it into a production product.

    The client

    Kai.ai is a voice-first AI companion for primary care, with a video avatar.

    The challenge

    A prototype had to become a product that is safe, reliable and affordable to run for every consultation.

    What we built.

    Production rebuild

    Prototype code turned into a production platform.

    Voice and video

    Speech, voice and avatar services in one consultation.

    What it returned.

    46

    production releases since launch

    589ms

    median time to first response

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    From AI prototype to production: what actually breaks →

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