Autonomous B2B Sales Prospecting Multi-Agent
Shipped in 3 WeeksMulti-Agent OrchestrationAutonomous SDRSales Automation
Autonomous B2B Sales Prospecting Multi-Agent
Coordinated multi-agent workflow conducting deep prospect research, lead scoring, and personalized outreach sequences.
B2B SaaS
3 weeks production sprint
LangChain · GPT-4o · LinkedIn API
3× prospect
reach
4% →
11% reply rate
2× pipeline
in 60 days
60% SDR
time reclaimed
Production Deployment Architecture · Autonomous B2B Sales Prospecting Multi-Agent
01
The Business Challenge
B2B enterprise SDR teams spent 60% of their bandwidth on manual LinkedIn research and template crafting rather than active selling.
02
Architectural Solution
Built a specialized multi-agent system: Researcher Agent aggregates prospect data, Scoring Agent evaluates fit, and Writer Agent composes dynamic multi-touch emails.
Measured Outcomes
3× increase in weekly contacted prospects, 11% email reply rate, and double the pipeline revenue in 60 days.
3× prospect reach
4% → 11% reply rate
2× pipeline in 60 days
60% SDR time reclaimed
Technology Stack
LangChainGPT-4oLinkedIn APIApolloInstantly
Sprint Timeline
3 weeks
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