An AI agent that finds customers in Telegram chats around the clock

Challenge

The agency looked for clients in niche Telegram chats. Staff scrolled through dozens of chats by hand and often saw a "looking for a contractor" post hours later — after the client had already hired someone else.

Solution

1. A Telethon-based AI agent joined the relevant chats and reads them 24/7.
2. A language model separates real requests from spam, ads and chatter.
3. The agent gathers context on the prospect and starts the conversation first.
4. The warmed-up lead goes to a manager with the full history.

Result

Round-the-clock manual monitoring is no longer needed, and response time dropped from hours to minutes.

What it looks like