The claim is coded while the patient is still in the room.
Patients come back. Sampark reminds them.
Every doctor's day on one calendar.
Every test sent, every report back.
MediRec listens to the consultation, in the language it is spoken, and writes the note, the prescription and the ICD-10 code before the patient leaves the room.
Meena describes her fever in Hindi. MediRec hears the same case in any of twelve languages.Her words become findings in clinical English, and the denial she added is kept.Her CBC and X-ray on file are read alongside what she said, and her allergies checked.The note is drafted from all of it in about 8 seconds, coded J06.9.Dr. Sharma signs. The summary reaches Meena's phone, in Hindi.
C/OFever for 3 days, up to 101; cough at night; sore throat. No vomiting.
RecordsCBC 22 Sep: normal · Chest X-ray 22 Sep: lungs clear · no allergies recorded
DxAcute upper respiratory infection
ICD-10 J06.9CODED
℞
Tab. Paracetamol 650 mg SOS for fever (max 4/day) after food
Warm saline gargles
Tab. Cetirizine 10 mg HS x 5 days after food if coryza
InvNone routinely; CBC if fever persists > 3 days
ReviewIn 3 days · 27 Sep
QC: no allergy or dose conflicts
Dr. Anjali Sharma
M
MediRec ClinicOPD room 4
नमस्ते Meena। निदान: सर्दी-खाँसी और गले का संक्रमण। दवाइयाँ: Paracetamol 650 mg: ज़रूरत पड़ने पर बुखार के लिए, दिन में ज़्यादा से ज़्यादा 4 बार, खाने के बाद; गुनगुने नमक के पानी से गरारे करें; Cetirizine 10 mg: रात को, खाने के बाद, 5 दिन तक।10:17 ✓✓
सलाह: 3 दिन बाद दोबारा जाँच। कृपया 27 September 2026 को दोबारा जाँच के लिए आएँ।10:17 ✓✓
Before Meena stands up.
8 smedian time from the end of the consultation to a drafted note, across twelve languages
12 / 12languages tested gave the same case the correct ICD-10 code
8 / 11languages whose patient summary came out fully native; in the other three a phrase stays in English
14 daysfree pilot in your own OPD, with real patients and full support
Measured on 10 September 2026 on one laptop (6 GB GPU) with open models running locally: twelve runs, 6.6 s fastest, 11.9 s slowest. Three reports on file add no measurable time (24 September 2026, same machine: 4.5 s with, 4.6 s without). The eval scripts and their reports ship with the product.
One patient · one clinic · every product
Every word. Every note. Every patient.
The scribe was the story above. Around it, seven more products carry the rest of Meena's visit, and none of them needs the doctor to type.
For Meena: “Your blood count is normal. No dengue.”
Day 37 / 7
Follow-up prioritywho to call today
Meena tops today's list: fever, a review due, no reply yet. The reminder goes out and her slot is reserved.
Rank #1Reserved 10:30
1Meena Joshifever · review due · no reply yetReminder sent
2Abdul RahmanBP log due
3Lakshmi N.refill in 3 days
Watch · 4 min · with narration
One patient's visit, end to end.
Meena at the desk, her Hindi consultation drafted into a note, the safety checks, the ICD-10 code confirmed with one click, then WhatsApp, the lab, the calendar and Bima's claim.