Multi-agent AI sales pipeline: 6 agents from lead discovery to supervisor review

atullchaurasia · x · 2026-11-09

A breakdown of an AI-powered sales pipeline as a multi-agent system: lead discovery, lead qualification scoring, signal detection from conversations/social activity, deep research, personalized outreach, and a supervisor agent that checks for hallucinated or wrong personalization. An architecture diagram maps the AI agent layer to LinkedIn/X/CRM data sources and a human layer for closing calls.

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