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Edtech

Multi-channel lead nurturing engine

Agent-run outreach across phone and WhatsApp that reads each lead's score and disposition, then hands off cleanly between channels instead of restarting the conversation.

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The problem

The old outreach approach was spray-and-pray — leads restarted the conversation from scratch every time they moved between phone and WhatsApp, with no read on their score or disposition.

The approach

Multi-agent outreach that reads each lead's score and disposition to decide the next move, and hands off cleanly between channels — processing 50,000+ leads a month and lifting conversion over 60% within three months.

Impact, by the numbers

+60%
conversion vs. spray-and-pray, over 3 months
50,000+
leads run through the funnel / month

Built with

PythonLangChainLangGraphLiveKitOpenAISarvamSIP / WebRTC