This demonstration showcases our AI-powered lead qualification system that processes incoming leads through multiple analysis stages: 1. **Data Enrichment**: Automatically fetches company information, social profiles, and industry data 2. **Scoring Algorithm**: Multi-factor scoring based on firmographics, behavior signals, and intent data 3. **Prioritization**: Real-time ranking and routing recommendations 4. **CRM Integration**: Seamless handoff with automated field population The agent continuously improves through our self-evolving QA system, learning from conversion outcomes to refine scoring weights.