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Deep Research Sales Intelligence Agent

Full-stack agentic AI system for autonomous B2B lead research and qualification. Top-ranked among client deliverables; eliminated manual prospecting effort at scale.

CrewAIFastAPIOpenAIPlaywrightPython

Overview

A full-stack agentic AI system that autonomously researches and qualifies B2B leads at scale. Built for enterprise clients, this was the top-ranked deliverable — completely eliminating manual prospecting workflows.

Architecture

The agent uses a multi-stage CrewAI pipeline: a Researcher Agent scrapes and aggregates company data via Playwright, a Qualifier Agent scores leads against ICP criteria using GPT-4o, and a Report Agent generates structured outreach briefs. Coordinated via a FastAPI backend with async task queues.

Key Results

  • Top-ranked deliverable among all client projects at Musketeers Tech
  • Eliminated manual B2B prospecting effort entirely for the client team
  • Processes hundreds of leads per run with structured, actionable output

Technical Highlights

  • CrewAI for multi-agent orchestration with role-specific tool access
  • Playwright for headless web scraping and dynamic page rendering
  • OpenAI GPT-4o for lead qualification reasoning and report generation
  • FastAPI async backend for job management and result streaming
  • Structured JSON output schema for downstream CRM integration
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