Building Multi-Language Support for 500 Million Users

India's Language Diversity

India has 22 official languages and hundreds of dialects. When we set out to build Agent Rush, we knew English-only support wouldn't cut it. Over 90% of India's internet users prefer content in their native language.

The Technical Challenges

1. Script Diversity

Indian languages use multiple scripts—Devanagari, Tamil, Telugu, Bengali, and more. Each has unique characteristics:

2. Code-Mixing

Indians naturally mix languages. A single message might contain:

"Yaar, mera order kab aayega? Maine last week order kiya tha"

This Hindi-English mix is called "Hinglish" and it's incredibly common. Our models needed to understand it.

3. Transliteration

Many users type Indian languages using English characters:

Our Solution

Language Detection

We built a multi-stage detection system:

Custom Models

We fine-tuned language models specifically for:

Real-Time Translation

For agents that need to respond in different languages, we built a translation layer that preserves:

Results

Building for India taught us that language support isn't just translation—it's cultural understanding.