Building Samar: My 10-Day Voice AI Agent Journey with Murf Falcon

Over the past 10 days, I built Samar, a multilingual AI voice agent for a Bharat Digital Bank use case as part of the 10 Days of Voice Agents – VoiceForBharat Edition challenge.

The project started as a simple voice assistant and gradually evolved into a more complete Voice AI system capable of remembering users, using real-time tools, making outbound calls, escalating sensitive situations to humans, analyzing calls, and handing specialized conversations to another AI agent.

Banking can sometimes be difficult to navigate, especially when users need quick information or assistance without going through multiple screens and menus.

I wanted to build a voice-first banking assistant that could provide natural conversations while also maintaining security and knowing when it should involve a human.