Guide

Hindi Call Transcription for Pharma Sales: How It Works

How Hindi and Hinglish call transcription works for pharmaceutical sales calls, where it struggles, and how to evaluate accuracy on your own recordings.

Quick answer

Hindi call transcription converts recorded sales calls into text, including the Hindi-English mix common in pharma. Accuracy depends on audio quality, product names and speaker overlap, so always test a tool on your own recordings before relying on it.

Why pharma calls are harder than ordinary dictation

Pharma conversations combine three difficulties. Speakers switch between Hindi and English mid-sentence. Product and molecule names (Rosuvastatin, Telmisartan, Pantoprazole) are English words pronounced in many accents. And phone calls are noisy, with two people sometimes talking at once.

What good transcription looks like

  • Speaker labels, so you can see which lines belong to the representative and which to the customer.
  • Product names spelled correctly most of the time.
  • Numbers, quantities and rates preserved.
  • No forced translation. Hindi stays Hindi, English stays English.

How to test accuracy yourself

  1. Pick ten real calls: some clean, some noisy, some with many product names.
  2. Run them through the tool you are evaluating.
  3. Check three things only: were the molecules right, were the numbers right, and was the next step captured.
  4. Judge on those three, not on whether every filler word was caught.

From transcript to action

A transcript is the raw material. The value comes when it becomes a short brief, a lead classification and a follow-up date. Allota AI produces all three on every call, and keeps the verbatim transcript underneath for audit. Read more about the AI Calls Summary module.

Privacy

Ask any vendor where audio is stored. With Allota AI the recording remains in your own Google Drive.

Questions

Frequently asked questions

Can transcription handle mixed Hindi and English in one sentence?
Yes. Allota AI is built for the Hinglish mix Indian pharma reps use and transcribes it as spoken.
Is the transcript kept with the lead?
Yes. The verbatim transcript sits beneath the summary on each call brief.
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Where to next

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Tell us your business name and a number. We will call you back, usually the same working day, and show Allota AI on a real call brief.

  • 20-minute demo on your own scenario
  • Hinglish call summaries, lead classification, follow-ups
  • No obligation. Pricing is quoted only if you ask

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