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VoxIndia AI

Multilingual by architecture

Twelve languages. And the three or four your customers actually mix them into.

A list is easy to publish. What matters is a caller who starts in Hindi, drops an English number and finishes in Bhojpuri — all in one sentence.

EMI reminder

The caller changes language mid-conversation and the agent follows without restarting.

1:01

Live at launch

The twelve.

Named, not counted. Every one of these is live at launch, with the dialect coverage we tune against before a campaign starts.

The twelve languages live at launch, with script, code-switch pair and dialect coverage for each.
LanguageScriptCode-switch pairDialect coverage
Hindiहिन्दीDevanagariHinglishDelhi-neutral, Bhojpuri-inflected, Rajasthani-inflected
Tamilதமிழ்TamilTanglishChennai, Kongu, Madurai
TeluguతెలుగుTeluguTenglishCoastal Andhra, Telangana
BengaliবাংলাBengaliBanglishKolkata standard, Sylheti-inflected
MarathiमराठीDevanagariMinglishPune standard, Varhadi-inflected
Kannadaಕನ್ನಡKannadaKanglishBengaluru, North Karnataka
MalayalamമലയാളംMalayalamManglishCentral Travancore, Malabar
GujaratiગુજરાતીGujaratiGujlishAhmedabad, Kathiawadi
PunjabiਪੰਜਾਬੀGurmukhiPunglishMajhi, Malwai
Odiaଓଡ଼ିଆOdiaCuttack–Bhubaneswar standard
Assameseঅসমীয়াAssameseUpper Assam, Lower Assam
EnglishEnglishLatinIndian English, all regional accents

What multilingual actually has to survive

The list is the easy part.

Five failure modes, all ordinary on an Indian call.

  • Code-switching mid-sentence

    “Mera EMI kitna hoga if I take it for thirty-six months?” Two languages, one sentence, a number in the middle. We process it natively — segmenting loses the number.

  • Numbers, dates and money

    “Paune teen lakh” is ₹2,75,000. “Dedh saal” is eighteen months. This is where global platforms break.

  • The caller switching on you

    Callers switch language when a call gets difficult. The agent follows within the same turn.

  • Names, places and products

    Indian names, villages and branches are the highest-error surface anywhere. We tune against your own customer master.

  • Bad lines

    A real collections call happens on a two-bar signal from a construction site. We train on that.

Voice design

Four registers, matched to the conversation.

Every voice works in every language, so the brand personality survives a language switch.

Warm

Citizen helplines, patient support, hardship conversations.

Slower pace, more patience with repetition.

Professional

Servicing, renewals, appointment booking.

Neutral and efficient. No routine transaction should feel like a sales call.

Assured

Lead qualification and sales.

Confident and conversational. Carries a number without sounding like it is reading one.

Compliant-Firm

Early-bucket collections.

Direct, scripted to RBI fair-practice language, never escalatory. A compliance control, not a style choice.

Custom brand voice

One recognisable voice, across all twelve.

We build a custom voice from a recorded sample and deploy it across all twelve languages.

Consent and usage rights are documented before a sample is recorded.

Code-switch coverage at launch: Hinglish · Tanglish · Tenglish · Banglish · Minglish · Kanglish · Manglish · Gujlish · Punglish.