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Kerala Healthcare AI ยท Malayalam & English OPD Automation

Never Miss a Patient Call. 24/7 AI Receptionist for Kerala Clinics.

Binate answers within 2 rings around the clock - booking doctor OP appointments, handling lab inquiries, dispatching WhatsApp tokens with location maps, and updating your EMR automatically.

0 Missed OPD Calls
98.4% Dialect Accuracy
<600ms Latency
Instant WhatsApp Token

Hear how Binate handles clinic callers with medical eloquence.

No robotic IVR menus. Patients speak naturally in Malayalam or English to book doctor visits, ask about fasting test guidelines, and request directions. Binate responds instantly without menu delays.

Sub-600ms response speed makes the interaction feel like speaking to your most experienced front desk nurse.

๐Ÿฉบ
Binate Clinic Receptionist
Live Call ยท 540ms Latency
Patient ยท Malayalamเดนเดฒเต‹, เดกเต‹เด•เตเดŸเตผ เดคเต‹เดฎเดธเดฟเดจเต† เด‡เดจเตเดจเต เดตเตˆเด•เดฟเดŸเตเดŸเต OP-เตฝ เด•เดพเดฃเดพเตป เดชเดฑเตเดฑเตเดฎเต‹?
Binate AI ยท Malayalamเดคเต€เตผเดšเตเดšเดฏเดพเดฏเตเด‚! เดกเต‹เด•เตเดŸเตผ เดคเต‹เดฎเดธเต เด‡เดจเตเดจเต 5:15 PM เดฎเตเดคเตฝ 7:30 PM เดตเดฐเต† available เด†เดฃเต. 5:30 PM slot confirm เดšเต†เดฏเตเดฏเดŸเตเดŸเต†?
Patient ยท ManglishYes, 5:30 perfect เด†เดฃเต. Patient name Joseph, age 58.
Binate AI ยท ManglishDone! Token #18 confirm เดšเต†เดฏเตเดคเต. Dr. Thomas Room #4. WhatsApp-เตฝ location map เด…เดฏเดšเตเดšเดฟเดŸเตเดŸเตเดฃเตเดŸเต! ๐Ÿฅ

How Binate coordinates patient calls from ring to consulting room.

From the morning 9 AM OPD rush to after-hours emergency calls, Binate triages symptoms, locks doctor slots, and keeps your clinic organized.

Step 01๐ŸŽ™๏ธ

Instant Inbound Triage

Patient calls in fluent Malayalam, English, or Manglish. Binate identifies the required doctor, symptoms, and urgency in under 600ms.

Zero IVR menus or robotic prompts
Step 02๐Ÿ“…

Real-Time Slot Lock & EMR Sync

Directly syncs with DocPulse, Practo, custom clinic EMR, or Google Calendar to lock open doctor slots without double-booking.

Live doctor schedule & on-leave sync
Step 03๐Ÿ’ฌ

WhatsApp Token & Directions

Dispatches patient OP token number, estimated wait time, doctor room, and clinic Google Maps location to WhatsApp within 3 seconds.

Instant WhatsApp confirmation & reminders
๐Ÿšจ
Automated Emergency Escalation Protocol
Critical symptoms detected (chest pain, acute trauma, breathlessness)? Binate executes an instant live warm transfer to the casualty doctor.
Priority Protocol

Everything your OPD desk needs during peak hours.

3s

WhatsApp Token & Directions

Instant WhatsApp message with OP Token #, doctor name, room number, and Google Maps clinic directions.

โœ“ Direct patient delivery
24/7

Night & Holiday Call Handling

Answers after 6 PM, on Sundays, and on public holidays, booking early morning OP slots automatically.

โœ“ 365 days/year

Live Duty Doctor Warm Transfer

Emergency query? Binate warm-transfers instantly to the duty doctor or nursing desk with full patient context.

โœ“ Emergency triage

Dialect-Aware Medical Malayalam

Recognizes medical specialties, doctor names, and regional Malayalam dialects without misunderstanding.

โœ“ 98.4% clinical accuracy

Engineered for Kerala's healthcare specialties.

Multi-Specialty Polyclinics & Day Care Centers

Morning OPD rush (8:30 AM - 11:30 AM) overwhelms front desk staff. Binate answers 50+ concurrent patient calls simultaneously, allocates OP tokens, and handles doctor leave reschedules without dropped calls.

Multi-specialty doctor schedule lookup and slot booking
Automated doctor on-leave alerts and patient rescheduling
OP token allocation with estimated consultation timings
Insurance desk and cashless TPA query assistance
Sample Patient Call
๐Ÿ‘ค
Caller: Dr. Jacob Paediatrics-เตฝ เด‡เดจเตเดจเต appointment เด‰เดฃเตเดŸเต‹?
AI
Binate AI: Dr. Jacob เด‡เดจเตเดจเต 4 PM เดฎเตเดคเตฝ 7 PM เดตเดฐเต† เด‰เดฃเตเดŸเต. 4:30 PM slot book เดšเต†เดฏเตเดฏเดŸเตเดŸเต†?
๐Ÿ‘ค
Caller: Yes, Token #12 confirm เดšเต†เดฏเตเดคเต‹เดณเต‚.
AI
Binate AI: Booked! Token #12 details WhatsApp-เตฝ เด…เดฏเดšเตเดšเต.

Calculate the revenue lost to missed patient calls in โ‚น INR.

Enter your clinic's monthly patient call volume and average consultation fee to see how much revenue Binate recovers.

Open full calculator
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Multi-Provider Architecture ยท Zero Vendor Lock-in

Powered by the world's fastest voice and intelligence engines

We dynamically orchestrate Soniox, Google Gemini, OpenAI, and tier-1 Indian telephony carriers to achieve sub-600ms latency and 98.4% regional Malayalam dialect accuracy.

๐Ÿ“ž

Carrier & SIP Telephony

Low-Latency SIP
Plivo Voice
Primary
Twilio Telephony
Exotel India SIP
Airtel / Tata SIP
BYOC (Your Carrier)
๐ŸŽ™๏ธ

Speech-to-Text (STT)

Real-time Stream
Soniox Speech AI
Fastest
Deepgram Nova 2
OpenAI Whisper
Bhashini Indic STT
Malayalam Medical STT
๐Ÿง 

LLM Intelligence

Sub-400ms
Google Gemini 2.5 Flash
Fastest
OpenAI GPT-4o / 4o-mini
Claude 3.7 / 3.5 Sonnet
Llama 3 Indic
Medical Protocol LLMs
๐Ÿ”Š

Neural Speech (TTS)

Native Accents
Soniox Neural TTS
Natural
Google Gemini Voice
OpenAI Audio Engine
Binate Malayalam TTS
ElevenLabs Neural
โšก

EMR & CRMs

Live Health Sync
WhatsApp Cloud API
Instant
DocPulse / Practo EMR
Google Calendar
Zoho CRM
Custom Clinic Webhooks

Everything you need to know.

Need custom EMR integration for your hospital? Talk to our medical solutions team

Binate integrates seamlessly with leading Indian clinic management systems (DocPulse, Practo, MocDoc, custom EMRs, or Google Calendar). It checks live slot availability, prevents double-booking, and writes confirmed patient OP records in real time.

Binate recognizes critical emergency triggers (such as severe chest pain, breathing difficulty, or trauma). It immediately initiates an emergency warm transfer to the duty doctor or hospital emergency line with complete call audio and transcript handed over live.

No. You keep your existing clinic phone number (BSNL, Airtel, Jio, or landline). Simply set up conditional call forwarding (when line is busy or after 6 PM) to your Binate SIP line. No hardware, no wiring, zero clinic downtime.

Binate uses South Indian speech models trained on Malabar, Travancore, and Central Kerala accents, including natural Manglish code-switching. Callers feel as if they are speaking directly with a helpful, native-speaking clinic receptionist.

Yes. Within 3 seconds of call completion, the patient receives an automated WhatsApp message containing their OP Token number, doctor name, appointment time, consulting room, and Google Maps directions.

Live in under 10 minutes

Never miss another patient call at your clinic.

Connect your clinic number and let Binate handle OP bookings and patient calls in fluent Malayalam 24/7.

Keep existing clinic phone numberAutomated WhatsApp OP tokenZero hardware or wiring