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AI chat lead-qualifier — triage that drafts, humans send

personal · 2026
My role: Solo build — design and implementation

A bot that takes inbound queries from messaging channels (Telegram / WhatsApp) and triages them: it decides what genuinely needs a human and what can be answered from a template, then either forwards the relevant information along or drafts a templated response for a human operator to review and send. The judgment that makes it useful: it does the expensive cognitive work — filtering and drafting — but does not auto-send, keeping the human in control of the final message. (Full four-part write-up to follow.)

ai · llm · automation · messaging · lead-qualification