AI lead-qualification system with tool-calling

AI lead-qualification system with tool-calling analysis

Problem: Inbound leads pile up unsorted — sales teams waste time manually reading every submission to figure out which ones are actually worth a callback.

Approach: Built a tool-calling system that runs parallel analysis on each lead (intent, fit, urgency) and drafts a qualified follow-up, routing results to Slack/email automatically. Forked into a law-firm-specific version with bilingual intake and a hardened no-legal-advice system prompt.

Outcome: Leads arrive pre-qualified with a drafted response ready for human review, instead of landing in an inbox as raw, unsorted submissions.

Tools: Next.js, Groq (parallel tool-calling), Supabase, Nodemailer, Slack Webhooks