Voice AI

    Med.Live Voice AI

    Ambient clinical intelligence and multilingual voice documentation for healthcare workflows.

    Med.Live Voice AI enables healthcare teams to convert speech into structured clinical documentation across consultations, emergency workflows, dictation, summaries, and care coordination. The platform supports both recorded audio analysis and ambient listening, works across multiple languages, integrates with existing hospital systems, and can be deployed on-premise or in the cloud.

    How It Works

    Med.Live Voice AI Platform

    Med.Live Voice AI is a healthcare-focused voice intelligence platform that converts speech into structured, actionable clinical data.

    It can process recorded audio or operate through ambient listening during live clinical interactions. The platform supports multilingual transcription, healthcare-specific language understanding, structured note generation, and seamless integration into existing digital health workflows.

    Med.Live Voice AI is designed as an API-first backend, enabling teams to embed voice capabilities into teleconsultation platforms, hospital systems, mobile apps, field tools, and care workflows.

    Voice AI Pipeline

    Speech Input

    Recorded audio or ambient listening

    Multilingual Processing

    Indian languages, Arabic, English, French, Spanish

    Healthcare LLM

    Clinical context understanding & summarization

    Structured Output

    EHR-ready notes, templates, summaries

    Capabilities

    Core Capabilities

    Recorded Audio & Ambient Listening

    Support for both uploaded/recorded audio analysis and live ambient listening during active clinical workflows.

    Ambient Listening

    Live clinical sessions

    Recorded Audio

    Upload & analyze

    consultation_audio.wav

    Process doctor-patient conversations, dictation, case presentations, and handovers

    Use Cases

    Built for Every Healthcare Workflow

    Doctor Patient Conversation

    Med.Live Voice AI can listen to doctor-patient conversations and convert them into structured clinical documentation. This can be used in physical consultations as well as inside Med.Live Teleconsultation sessions.

    Transcript

    Dr: What brings you in?

    Pt: Chest pain for 2 days

    Dr: Sharp or dull?

    Pt: More like pressure

    Clinical Note

    CC: Chest pain — pressure

    HPI: 2-day pressure-type chest pain

    Plan: ECG, troponin

    How Med.Live helps

    • Real-time or post-session transcription
    • Structured EHR-ready note generation
    • Consultation summary creation
    • Plugin-style integration into teleconsultation workflows
    Integration

    Built to Integrate Into Any Healthcare Application

    Med.Live Voice AI is a completely API-driven backend that allows teams to integrate healthcare voice intelligence into any application — EMR systems, HIS platforms, teleconsultation apps, hospital websites, mobile apps, and field healthcare applications.

    Voice InputAudio / Ambient
    Med.Live Voice AI APIsProcessing Engine
    EMR / HISHospital Systems
    Teleconsultation AppVirtual Care
    Mobile AppField / Remote
    Clinical DashboardMonitoring
    Powered by these APIs
    Transcription API
    Summarization API
    Template Output API
    Multilingual Processing
    Structured Note Generation
    Deployment

    Deployment That Fits Your Infrastructure

    Med.Live Voice AI can be deployed based on organizational privacy and security requirements.

    On-Premise Deployment

    For hospitals and regulated environments requiring full infrastructure control.

    Cloud Deployment

    For organizations seeking scalability, faster rollout, and remote access.

    Security

    Healthcare-Grade Data Handling

    Med.Live Voice AI is designed for sensitive healthcare environments and can be configured according to deployment and workflow requirements.

    Secure Audio & Transcript Processing

    All audio data and generated transcripts are processed with healthcare-grade security standards.

    Controlled Deployment Options

    Choose on-premise or cloud deployment to match your organization's compliance requirements.

    Non-Disruptive Integration

    Integrates into existing healthcare systems without disrupting established workflows or data flows.

    Privacy-Conscious Design

    Built for sensitive healthcare environments with configurable data handling and retention policies.

    Bring Voice Intelligence Into Your Healthcare Workflows

    Enable multilingual transcription, clinical summarization, and structured note generation across consultations, emergency workflows, summaries, and forms.

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