New Product Innovation

Less Typing.
More Caring.

Prana Talkโ„ข is India's first Ambient Medical Voice Intelligence System โ€” an AI-powered device that passively listens to clinical conversations, separates voices, and auto-generates medical-grade documentation in real time. Zero keystrokes. Zero missed symptoms.

Prana Talkโ„ข Ambient Medical Voice Intelligence Device
4AI Engines
6Indian Languages
<5%Word Error Rate
90sNote Turnaround
๐ŸŽฌ Architecting Ambient Intelligence

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โš ๏ธ The Documentation Crisis

Doctors Spend More Time Typing Than Caring

Across India's healthcare system, physicians routinely spend over 50% of their working time on administrative documentation. Manual transcription delays of 1โ€“3 days impact clinical decisions. Inconsistent formatting creates dangerous ambiguity. Prana Talkโ„ข eliminates this burden entirely.

โฑ๏ธ
50%+

Time on Documentation

Physicians spend more than half their working time on EHR tasks instead of direct patient interaction.

๐Ÿ‘จโ€โš•๏ธ
1:834

Doctor-to-Patient Ratio

India has approximately 1 doctor per 834 patients. Average OPD consultation time is just 2โ€“5 minutes.

๐Ÿ’ฐ
$50K/yr

Cost of Medical Scribes

Traditional medical scribes cost $36,000โ€“$50,000 per year per scribe, with additional privacy complications.

Product Overview

What Is Prana Talkโ„ข?

Prana Talkโ„ข is an Ambient Medical Voice Intelligence System (AMVIS) that passively records clinical conversations, intelligently separates speaker roles, extracts medically relevant information, generates structured clinical notes in real time, and stores encrypted documentation โ€” with zero manual intervention.

It is not a dictation tool. It is not a simple transcription service. It is a full-stack clinical intelligence layer that listens, understands, structures, and documents medical encounters the way a world-class medical scribe would โ€” but faster, more accurate, always available, and fully compliant.

๐ŸŽ™๏ธ

AI Voice Recording

Sub-100ms audio capture with adaptive AI noise cancellation for noisy hospital environments.

๐Ÿ“‹

Smart Medical Documentation

Auto-generates SOAP notes, prescriptions, discharge summaries, and referral letters.

๐Ÿ—ฃ๏ธ

Speaker Bifurcation

AI-powered voice diarisation distinguishes clinician from patient in real time.

๐Ÿ”—

Seamless EHR Integration

HL7 FHIR API, Practo, eVital, DocPulse โ€” plugs into existing hospital systems.

Prana Talkโ„ข Complete Product Overview โ€” AI Voice Recording, Smart Documentation, EHR Integration
โœฆ Built for Every Clinical Moment

10 Core Use Cases

Prana Talkโ„ข captures every word in the background, converts conversations into structured clinical notes, and integrates seamlessly into your workflow.

๐ŸฉบPatient Consultation & Documentation
๐Ÿ’ŠMedication Review & Prescription
๐ŸฅWard Rounds & Nursing Notes
๐ŸšจICU Monitoring Capture
๐Ÿ“„Discharge Summary Generation
๐Ÿ“Referral Letter Drafting
๐Ÿ”ฌPost-Operative Recovery Notes
๐Ÿš‘Triage Assessment (Emergency)
๐Ÿ Care Centre Progress Notes
๐Ÿ“ฑTelemedicine Documentation
๐Ÿง  Core AI Architecture

The 4-Engine AI Pipeline

Prana Talkโ„ข is architecturally unique โ€” it does not depend on a single AI model. Instead, it uses a tri-engine processing pipeline with a custom Medical LLM acting as the final override and quality controller.

๐Ÿ‘‚
Stage 1

"The Ear"

OpenAI GPT-4o Whisper

Real-time audio-to-text conversion with <5% Word Error Rate. Handles code-switched speech (English + Kannada/Hindi) producing clean, unified transcripts.

๐Ÿง 
Stage 2

"The Medical Mind"

Google MedPaLM 2 / Gemini Med

Medical NER for clinical terms, symptom mapping, differential diagnosis flagging, drug name normalisation (generic vs. brand reconciliation).

โœ๏ธ
Stage 3

"The Writer"

Anthropic Claude 3.5 Sonnet

Long-context synthesis into SOAP notes, discharge summaries, nursing notes, referral letters, and patient-friendly summaries with clinical nuance.

๐Ÿ›ก๏ธ
Stage 4

"The Guardian"

Prana Medical LLM (Custom)

The crown jewel โ€” overrides factual errors, validates drug dosages, ensures ICD-10/11 accuracy, applies India-specific clinical protocols (NMC, NABH).

Tri-Engine AI Pipeline + Medical Override โ€” 4-Stage Processing Flow
From Voice to Verified Medical Record โ€” 9-Step Processing Pipeline
End-to-End Pipeline

From Voice to Verified Record

Every clinical conversation follows a precise 9-step processing pipeline โ€” from the moment the microphone captures audio to the final immutable audit trail. Every step is encrypted, every output is validated.

๐Ÿ”’

Step 1โ€“2: Capture & Noise Reduction

AES-256 encryption at device level. AI noise cancellation filters hospital ambient sounds (monitors, corridors, background conversations).

๐Ÿ—ฃ๏ธ

Step 3โ€“4: Diarisation & Transcription

Speaker Bifurcation Engine separates Doctor and Patient audio. GPT-4o Whisper transcribes with medical vocabulary priming.

๐Ÿงฌ

Step 5โ€“6: Extract & Draft

MedPaLM 2 extracts clinical entities (symptoms, diagnoses, medications). Claude synthesises structured SOAP notes.

โœ…

Step 7โ€“9: Validate, Store & Audit

Prana Medical LLM performs final accuracy check. Encrypted storage with role-filtered routing. Immutable NABH/DPDPA/HIPAA audit trail.

๐Ÿ“ฒ NFC Smart Identification

Tap. Identify. Record. Document. Done.

Prana Talkโ„ข uses NFC-powered smart patient identification. The clinician simply taps the patient's NFC card or wristband on the device โ€” instantly loading patient context, visit history, allergies, medications, and prior notes from the EHR. No manual entry. No missed data. 100% automated.

1๏ธโƒฃ

Tap NFC Patient ID Card

The clinician taps the patient's NFC card or wristband on the Prana Talkโ„ข device.

2๏ธโƒฃ

Instant Patient Identification

The device reads encrypted patient details in milliseconds โ€” zero manual lookup.

3๏ธโƒฃ

Auto-Load Patient Context

Visit history, allergies, medications, and prior notes are auto-loaded from the EHR.

4๏ธโƒฃ

AI Recording & SOAP Generation

Press record. AI captures, transcribes, separates voices, and auto-generates SOAP notes.

NFC-Powered Smart Patient Identification โ€” Tap, Identify, Record, Document
๐Ÿ“„ Auto-Documentation

7 Document Types. Zero Keystrokes.

The system auto-generates clinically appropriate documentation based on session type and detected entities โ€” all validated by the Prana Medical LLM before delivery.

๐Ÿ“‹

SOAP Note

Subjective, Objective, Assessment, Plan โ€” complete clinical note

๐Ÿ’Š

Prescription Draft

Drug name, dosage, frequency, duration, special instructions

๐Ÿฉบ

Nursing Note

Observations, care actions, patient responses, next-step reminders

๐Ÿ“„

Discharge Summary

Admission details, treatment summary, follow-up instructions

๐Ÿ“จ

Referral Letter

Structured referral with clinical context for specialist

๐Ÿ‘ค

Patient Summary

Plain-language summary delivered via portal or WhatsApp

๐Ÿท๏ธ

ICD-10/11 Codes

Auto-suggested billing codes for insurance integration

โœฆ Intelligent Routing

Right Data. Right Person.

Only the relevant data reaches the relevant user. Prana Talkโ„ข's Intelligent Routing Engine ensures information is role-filtered before delivery.

๐Ÿ‘จโ€โš•๏ธ

Doctor View

Full SOAP note, prescription draft, ICD codes, differential diagnosis flags

๐Ÿ‘ฉโ€โš•๏ธ

Nurse View

Nursing notes, medication schedule, patient-specific care actions

๐Ÿ’Š

Pharmacist View

Prescription details, drug interactions, dispensing instructions

๐Ÿข

Admin View

Billing codes, visit summary, appointment follow-up triggers

๐Ÿ‘ค

Patient Portal

Plain-language summary, medication instructions, follow-up date

๐Ÿ” Medical-Grade Security

8-Layer Security Architecture

Medical data is among the most sensitive information in existence. Prana Talkโ„ข's security architecture is designed to exceed regulatory requirements โ€” encrypting data at the point of capture, before it ever leaves the device.

๐Ÿ”’

Encryption at Capture

AES-256 initiated at microphone firmware before audio leaves device.

๐ŸŒ

TLS 1.3 In Transit

Military-grade encryption for all data between device and cloud.

๐Ÿ‡ฎ๐Ÿ‡ณ

India Data Residency

AWS Mumbai / Azure Central India. Full DPDPA 2023 compliance.

๐Ÿ“

Immutable Audit Trail

Timestamped access logs for NABH accreditation. Session-level patient consent.

8-Layer Security Architecture โ€” Medical-Grade Data Protection
Measurable Clinical Impact โ€” Documentation Completeness, Time Savings, Patient Face Time
๐Ÿ“Š Measurable Impact

Clinical Impact That Matters

Prana Talkโ„ข directly addresses the documentation-quality gap that underlies clinical misdiagnosis. By ensuring every patient-stated symptom is captured verbatim, the system eliminates the risk of critical information being lost.

๐Ÿ“ˆ

โ†‘ 40โ€“60% Documentation Completeness

All symptoms, findings, and treatment plans captured without omission.

โฑ๏ธ

โ†“ 70โ€“80% Documentation Time

From 4 hours/day to under 1 hour. Physicians reclaim their time for patient care.

๐Ÿ‘๏ธ

โ†‘ 35โ€“50% Patient Face Time

Doctor looks at the patient, not the screen. Active listening improves therapeutic relationships.

๐Ÿ’ฐ

โ†‘ 25โ€“30% Insurance Claim Acceptance

Accurate ICD-10/11 coding and complete documentation reduces claim rejections.

โœฆ Market Position

India's Only Purpose-Built Ambient AI

The ambient clinical documentation market attracted nearly $1 billion in investment in 2025. Ambience Healthcare achieved a $1.25 billion valuation. But all dominant players are built for Western systems. None are optimised for Indian hospital workflows, Indian languages, or Indian regulatory frameworks. This is Prana Talkโ„ข's strategic opening.

FeaturePrana Talkโ„ขMS Dragon CopilotAmbience AISuki AIDeepScribe
Indian Language Supportโœ… 6 LanguagesโŒ English onlyโŒ English onlyโŒ English onlyโŒ English only
Multi-Engine AI (4 models)โœ… YesโŒ ProprietaryโŒ Single modelโŒ Single modelโŒ Single model
Custom Medical LLM Overrideโœ… Prana LLMโš ๏ธ PartialโŒ NoโŒ NoโŒ No
India DPDPA Complianceโœ… FullโŒ NoโŒ NoโŒ NoโŒ No
Encryption at Captureโœ… At Deviceโš ๏ธ In transitโš ๏ธ In transitโš ๏ธ In transitโš ๏ธ In transit
Speaker Bifurcationโœ… Advancedโœ… Yesโœ… Yesโš ๏ธ Basicโš ๏ธ Basic
NABH Integration Readyโœ… YesโŒ NoโŒ NoโŒ NoโŒ No
๐Ÿ”ง Hardware Foundation

Compact. Clinical-Grade. Always Ready.

Prana Talkโ„ข leverages the HearIt.AI HA-MIC05 AI Noise Reduction Voice Recorder as its hardware foundation โ€” a compact, clinical-grade microphone platform with proven AI noise cancellation capabilities, ruggedised for hospital infection-control protocols.

๐Ÿ“

55g, 72ร—32ร—16 mm

Premium aluminium alloy body. Sleek, lightweight, minimalist design with secure clip for lapel or pocket.

๐Ÿ”‹

10 Hours Battery Life

All-day continuous use. USB-C fast charging. Vibration reminder for low battery.

๐Ÿ“ก

Bluetooth 5.3 + NFC

Instant pairing with iOS, Android & Web. NFC tap for patient identification.

๐Ÿ”

Encrypted at Source

Medical-grade firmware layer initiates AES-256 encryption at the point of audio capture โ€” before data leaves the device.

Prana Talkโ„ข Hardware โ€” 55g Compact Voice Intelligence Device
๐Ÿ—บ๏ธ Development Roadmap

18-Month Build Plan

Every component of Prana Talkโ„ข has been validated in production environments globally. The system is fully buildable within a 12โ€“18 month development timeline.

1

Foundation

Months 1โ€“4

Hardware adaptation (HA-MIC05 firmware). Cloud architecture setup. GPT-4o Whisper integration. Basic English transcription MVP.

2

Core AI

Months 5โ€“8

Speaker bifurcation engine. MedPaLM 2 + Claude integration. SOAP note auto-generation. RBAC and routing. MSR pilot (50 beds).

3

Indian AI

Months 9โ€“13

Prana Medical LLM fine-tuning. Multilingual ASR (Hindi, Kannada, Tamil, Telugu). DPDPA certification. HIS/EMR integration modules.

4

Scale

Months 14โ€“18

Full production deployment. ICD-10/11 billing. National hospital rollout. CDSCO SaMD submission. International pilot.

Prana Talkโ„ข ร— Prana MSR Health Ecosystem

Prana Talkโ„ข is more than a product. It is a statement about what Indian healthcare AI can be โ€” not a localisation of a Western tool, but a sovereign, medical-grade innovation designed from the ground up for the complexity, diversity, and scale of Indian clinical practice.

โ€” Breathe in. Prana Talkโ„ข listens. โ€”