Auto-Ambient Detection

No buttons. No modes. Just speak naturally.

ClinixSummary automatically detects the type of audio it is receiving and adapts its processing pipeline accordingly. Whether you are in a live patient conversation, dictating a post-visit summary, or narrating a surgical procedure — the system knows, and it responds correctly. No manual mode switching required.

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Ambient Mode

Live conversation capture during the patient encounter. The system detects multi-speaker dialogue, identifies clinician and patient voices, and generates a structured clinical note from the natural flow of conversation. Hands-free, eyes-free — the technology disappears into the background so the therapeutic relationship stays in the foreground.

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Dictation Mode

Post-visit single-speaker documentation. When the system detects a single clinician voice narrating clinical findings, it switches to dictation processing — optimised for the structured, information-dense speech patterns of post-encounter dictation. Assessment, plan, and coding are generated instantly.

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Operative Mode

Surgical and procedural narration capture. The system recognises the unique cadence and terminology of intraoperative narration — step-by-step procedural descriptions, instrument references, anatomical landmarks, and findings — and structures them into a formal operative report.

How It Works

Intelligent audio classification in real time.

Our audio classification layer analyses speaker count, speech cadence, vocabulary density, and contextual cues within the first seconds of audio to determine the appropriate processing pipeline — and continuously re-evaluates as the session progresses.

hearing Speaker Detection

Identifies single vs. multi-speaker audio and assigns speaker roles automatically.

speed Cadence Analysis

Differentiates conversational speech from structured dictation and procedural narration.

swap_horiz Seamless Switching

Transitions between modes mid-session if the audio type changes — no restart required.

tune Zero Configuration

Works out of the box. No settings to adjust, no modes to select, no learning curve.

“No buttons. No modes. Just speak naturally.”

Experience auto-ambient detection.

Try all three modes in a single session. Speak naturally and let the system adapt to you.

Assured by ClinixQM Quality Management Process