Structured clinical documentation from the consultation itself.
Speak with your patient in the language you both use. DeepConverse captures the conversation and returns a clean, structured clinical record — chief complaint, history of present illness, past history, assessment and plan — ready for your review and approval before it enters the record.
20+ Indian languages · English clinical output · Word and PDF export · Every note reviewed and approved by the treating clinician
Clinicians spend up to 35% of the working day on documentation. In a busy OPD, that means typing between patients, writing up notes after clinic, or dictating to a typist and correcting the result. Consultations conducted in Telugu, Hindi, Tamil or Kannada carry a further burden: the doctor must translate mentally while writing, or the encounter goes undocumented entirely.
Notes written up long after clinic, when detail has already faded.
Multilingual consultations go undocumented or require manual translation.
Typing during the consultation breaks eye contact and rapport.
Every clinician structures a note differently, making records hard to use downstream.
DeepConverse listens to the doctor–patient encounter — or accepts a typed or uploaded transcript — and organises what was said into a standard clinical structure. It identifies the presenting complaint, separates patient-reported symptoms from examination findings, records what was explicitly denied as well as what was reported, and lays out the assessment and plan exactly as the clinician stated them.
The output arrives in English regardless of the language spoken, formatted to your institution's own template, ready for the doctor to check, amend and approve.
Positives and negatives, both recorded. DeepConverse captures what the patient denied as carefully as what they reported — "no vomiting", "no weight loss", "no known drug allergies" — because a documented negative is clinically as important as a documented positive.
The presenting problem in one clear line, with duration — for example, a 35-year-old female presenting with a persistent dry cough for five days with mild fever, throat irritation and chest discomfort.
Broken down into the standard clinical framework:
Past medical history, medications already taken, known allergies and relevant social history — including explicit statements where nothing significant was reported.
Conditions discussed or considered during the consultation, each with its ICD-10 code and the clinical reasoning recorded in the encounter — including why an alternative was ruled out or considered less likely.
The clinician's own evaluation, restated in clean clinical language.
All content is drawn from the consultation itself. The differential diagnosis section reflects conditions raised or reasoned through during the encounter, presented for the clinician to confirm, edit or remove.
Log in to deepinfinity.ai and select the Doctor–Patient Conversation agent from your dashboard.
Choose the spoken language and consult as you normally would — from live speech, an uploaded audio file, or typed text.
The complete clinical note appears within seconds, with positives and negatives distinguished and coded conditions tabulated.
Amend anything that needs adjusting, approve it, then download as Word or PDF. Every approved note is saved to your dashboard.
DeepConverse accurately processes doctor–patient conversations in Telugu, Hindi, Tamil, Kannada, Marathi, English and other regional languages, producing a clear, detailed clinical record in standard English clinical format — removing the documentation penalty that has always applied to consultations held in a regional language.
A three-day history of fever, myalgia, throat discomfort and reduced appetite, described entirely in Telugu, becomes a structured record with a coded differential of acute upper respiratory infection, acute pharyngitis and influenza, an assessment of viral febrile illness, and a full medication and self-care plan — in English, in seconds.
| Case | Language | Presentation | Structured output |
|---|---|---|---|
| Mira, 35F | English | Five-day persistent dry cough, mild fever, throat irritation, chest discomfort | Acute bronchitis (J20.9) with pneumonia (J18.9) and acute tracheitis (J04.10) documented as considered and less likely; full medication, diagnostic and self-care plan |
| Rohan, 40M | English | One week of epigastric burning, bloating and early satiety after meals | Acute gastritis (K29.10) with GERD, peptic ulcer disease and functional dyspepsia reasoned through; H. pylori testing, dietary modification and NSAID avoidance recorded |
| Adult, fever | Hindi | Two days of high fever, body ache and weakness, mild sore throat | Viral fever assessment with four-drug plan, hydration guidance and rest advice fully structured from the Hindi consultation |
| Adult, febrile illness | Telugu | Three-day history of fever, myalgia, odynophagia, asthenia and anorexia | Acute upper respiratory infection (J06.9) with pharyngitis and influenza considered; medications, supportive care and 3–4 day review criteria captured |
| Adult, viral fever | English | Two days of fever, body aches, headache and weakness | Viral fever (B34.9) with common cold and influenza reasoned through; conditional testing criteria and ten-day monitoring plan documented |
Each sample shows the raw input conversation alongside the structured clinical record produced from it. Request the full sample pack during your demo.
No typing during the consultation. Rapport stays where it belongs.
Consult in the patient's own language and still produce a standard English clinical record.
Every note follows the same clinical framework, usable by colleagues and downstream systems.
ICD-10 codes attached to conditions discussed, supporting coding, audit and reporting workflows.
The record is complete before the next patient enters the room.
The draft is a starting point, not a finished note. Edit freely before approving.
DeepConverse structures and records a consultation that has already taken place. It does not examine the patient, does not make a diagnosis, and does not prescribe.
No. It records the clinical reasoning that took place during the consultation, including conditions the clinician considered and ruled out. The diagnosis is the clinician's, and the record is not valid until they approve it.
They are attached to conditions discussed in the consultation to support coding and audit workflows. The clinician confirms or amends them during review, exactly as they would with any coded record.
Yes. Real consultations move between a regional language and English, particularly for drug names, dosages and clinical terms. The sample Telugu and Hindi consultations both contain mixed-language speech and produce complete English records.
DeepConverse records what was said. Where a standard section has nothing to draw on, it states that explicitly rather than inventing content — for instance, noting that no significant past medical history was reported during the encounter.
Yes. It accepts live speech, uploaded audio files and typed transcripts.
Yes. Output structure is mapped to your institution's format during implementation.
Recording a consultation requires appropriate patient consent under local law and your organisation's information governance policy. We support your consent workflow during implementation.
Bring a typical encounter — in any language you consult in — and we will show you the record it produces.
Tell us about your consultation and documentation workflow — in any language you consult in — and our team will follow up.