The client manually watched 40 chats for relevant project requests.
This split attention, wasted time on irrelevant messages, and meant multi-hour reaction times — losing potential clients.
Built AI-based message analysis across target Telegram chats, with typical reaction delay around 15 seconds (up to 2 minutes).
Scaled to monitor up to 1,000 channels at once, with message queues and dedicated processing/filtering infrastructure that adapts to new communication patterns.
Added an analytics and operations dashboard, plus parsing for both open and closed channels/chats.
The hard engineering behind the result.
Keeping AI classification accurate as chat topics and slang shift.
Scaling real-time monitoring to 1,000 channels without losing responsiveness.
A look at what we shipped.
A happy customer.
The client is now alerted within a minute of a lead posting in any of 50 monitored chats, and assistant productivity rose 30%.