Enquiro Scribe deployment
Navneesh DentalClinic
- Client
- Navneesh Dental Clinic
- Work
- Enquiro Scribe deployment
- Year
- 2026
- Status
- In use at the clinic
01
The problem
Dental consultations in Delhi don't sound like the training data of most speech models. They switch between Hindi and English mid-sentence, use colloquial complaints, spoken tooth numbers and Indian brand-name drugs.
The clinic also had a pre-printed case record its dentists knew by heart. Whatever we built had to produce that sheet — not a new format to learn.
02
What we built
- Scribe, configured for the clinic: the dentist presses Start, talks to the patient normally, presses Finish, reviews the draft and prints.
- Transcription tuned for Indian-accented, code-switched speech, with a dental vocabulary bias for tooth notation, procedures and drug brand names.
- A structuring step that turns the transcript into the clinic's case record — same sections, same order, same tooth charts — on the clinic's letterhead.
- An installable app for the clinic PC, tablets and phones, with an owner-only usage view so running costs never surprise anyone.
The workflow
From conversation to case sheet.
This demo uses a fictional consultation. No patient information from the clinic appears on this site.
- 00:04Haan boliye, kya takleef hai?
- 00:09Doctor sahab, pichhle 4 din se upper right mein bahut dard hai.
- 00:15Raat ko dard badh jata hai, so nahin paate.
- 00:21Thanda paani lagne se jhanjhanahat hoti hai.
- 00:38Theek hai, ek IOPA karwa lijiye.
Fictional consultation for illustration. Scribe drafts; the dentist reviews, edits and signs.
03
How it works
Document, don't diagnose
Nothing enters the record that wasn't said in the room. A topic that wasn't discussed prints blank, to be completed by pen.
Defences against invented text
Silent audio is never sent for transcription, stock phrases and repetition loops are filtered, and anything uncertain — an unclear drug name, an ambiguous number — is flagged for the dentist before signing.
Privacy by default
Consultation audio is held in memory for a single request and never written to disk. Records sit behind row-level security.
04
Outcome
Scribe is in use at the clinic, producing case sheets that file alongside the hand-written ones.
Every sheet is reviewed and signed by the treating dentist. Scribe drafts; the dentist decides.
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