Use Case

Voice AI That Understands Mixed-Language Conversations

Indian callers rarely speak one language at a time. The voice bot understands Hinglish, Tanglish, Benglish and other mixes, follows callers who switch mid-sentence, and replies in the style they use.

Integrates with the tools you already use

ShopifyAmazonStripeSlackNotionVercel

Code-Switching Features

How Indians actually talk

Mixed-Language Understanding

Understands sentences like "Mera order kab deliver hoga, tracking number bata do" without forcing the caller into one language.

Mid-Sentence Switching

Follows a caller who starts in Tamil and switches to English for numbers, product names or technical terms.

Matching Reply Style

Choose whether the bot replies in pure language, the same mix as the caller, or English for technical terms.

Context Retention

Switching languages does not reset the conversation. Details already given stay captured.

English Words, Indian Pronunciation

Common English words used inside Indian languages, such as EMI, OTP or booking, are recognised as callers say them.

Clean Transcripts

Mixed-language calls are transcribed as spoken, with an English summary for reporting.

How Code-Switching Works on a Call

No language menus, no restarts

Caller Speaks Freely
The caller talks the way they normally do, mixing languages as they like.
Bot Understands the Mix
Speech recognition handles both languages in the same sentence.
Bot Replies Naturally
The response follows your style setting: same mix, primary language, or English terms kept.
Summary Logged
An English summary and the original transcript are saved to your CRM or dashboard via API or webhook.

Common Mixes and Scenarios

Examples

Hinglish Support

Example: "Mujhe refund chahiye, payment UPI se kiya tha" is understood as a refund request for a UPI payment.

Tanglish Sales Calls

Example: a lead answers in Tamil but uses English for budget and model names; the bot captures both.

Banking and EMI

Example: "EMI date change karna hai" is handled as a request to change the EMI date.

E-commerce

Example: tracking, return and COD questions in Benglish or Hinglish.

Appointments

Example: "Kal evening ka slot milega?" is understood as a request for an evening slot tomorrow.

Shared Phones

Example: different family members on the same call speak different languages and the bot follows each one.

Code-Switching FAQ

Explore More

Handle Mixed-Language Calls

Let customers talk the way they actually speak.